{"id":"W1974456502","doi":"10.1007/s10461-014-0705-3","title":"Secondary Data Issues and Non-generalizability of Findings","year":2014,"lang":"en","type":"letter","venue":"AIDS and Behavior","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Generalizability theory; Men who have sex with men; Health psychology; Demography; Population; Socioeconomic status; Public health; Human immunodeficiency virus (HIV); Psychology; Medicine; Family medicine; Developmental psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4802709,0.001174493,0.002248849,0.01017633,0.004213889,0.008062835,0.006428142,0.004558006,0.02631825],"category_scores_gemma":[0.7997044,0.001798135,0.003058971,0.011596,0.006268851,0.005977111,0.006095097,0.005827082,0.005327316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008607951,"about_ca_system_score_gemma":0.01225282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02752783,"about_ca_topic_score_gemma":0.0258074,"domain_scores_codex":[0.4701688,0.3618857,0.07620455,0.02064166,0.06560592,0.005493431],"domain_scores_gemma":[0.2010073,0.5856605,0.02923427,0.0940694,0.08730717,0.002721272],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002923655,0.001047107,0.2398239,0.01446765,0.004016201,0.00394454,0.04103975,0.001517797,0.00128246,0.09814882,0.4066761,0.185112],"study_design_scores_gemma":[0.002590875,0.00113957,0.2127179,0.03336133,0.00334715,0.006208317,0.03157537,0.008860459,0.005694541,0.1504268,0.5436429,0.0004348953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1085473,0.01269914,0.1427336,0.2915938,0.03301207,0.06197186,0.07812226,0.00185376,0.2694663],"genre_scores_gemma":[0.5749333,0.003805507,0.09018287,0.2250016,0.00600806,0.06182022,0.01479736,0.001078969,0.02237214],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5197291,"threshold_uncertainty_score":0.6409185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07457701107735777,"score_gpt":0.3670518475525085,"score_spread":0.2924748364751507,"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."}}