{"id":"W2515865037","doi":"10.1186/s12874-016-0190-7","title":"Establishing the Canadian HIV Women’s Sexual and Reproductive Health Cohort Study (CHIWOS): Operationalizing Community-based Research in a Large National Quantitative Study","year":2016,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health In Women's Hands; AIDS Vancouver; Simon Fraser University; McGill University; McGill University Health Centre; York University; McMaster University; Women's College Hospital; Dalhousie University; University of Toronto","funders":"British Columbia Centre for Disease Control; Social Sciences and Humanities Research Council of Canada; University of Toronto; Canadian Institutes of Health Research; University of Ottawa; McGill University; McGill University Health Centre; Simon Fraser University; Providence Health Care; Ontario HIV Treatment Network; McMaster University; Ottawa Hospital Research Institute","keywords":"Operationalization; Reproductive health; Human immunodeficiency virus (HIV); Cohort study; Medicine; Cohort; Environmental health; Psychology; Gerontology; Family medicine; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1721515,0.001028283,0.001010789,0.00724816,0.02172362,0.006575927,0.005659466,0.001606109,0.002645165],"category_scores_gemma":[0.110147,0.0009210509,0.0009181504,0.006920456,0.008352717,0.00276124,0.01078221,0.002916285,0.0004662399],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0612558,"about_ca_system_score_gemma":0.2388532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9260049,"about_ca_topic_score_gemma":0.9663838,"domain_scores_codex":[0.9235039,0.04312525,0.004371849,0.00445484,0.01816549,0.006378618],"domain_scores_gemma":[0.9123822,0.0184291,0.004484617,0.007071338,0.04506916,0.01256367],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005215444,0.0008957572,0.5143853,0.00339978,0.0003006258,0.00118287,0.2116776,0.0008145309,0.005436253,0.02531051,0.0502432,0.185832],"study_design_scores_gemma":[0.000352196,0.0008661381,0.6125996,0.004688179,0.000313549,0.0002752772,0.2211593,0.002365643,0.001722588,0.006041411,0.1492545,0.0003616253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6435102,0.005642463,0.06929156,0.03955393,0.002461829,0.1748538,0.01697461,0.0004733719,0.0472383],"genre_scores_gemma":[0.6007499,0.002265053,0.2493972,0.01116417,0.0003248056,0.126192,0.005195749,0.0001993808,0.004511809],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9387442,"threshold_uncertainty_score":0.9104351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8634863859120957,"score_gpt":0.6900051265886114,"score_spread":0.1734812593234843,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}