{"id":"W2901101725","doi":"10.2196/resprot.9996","title":"Assessing and Improving the Use of Online Information About Child Development, Education, Health, and Well-Being in Low-Education, Low-Income Parents: Protocol for a Mixed-Methods Multiphase Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Université de Sherbrooke; Lucie and André Chagnon Foundation; McGill University","funders":"Canadian Institutes of Health Research; Simon Fraser University; McGill University","keywords":"Protocol (science); Psychology; Medical education; Low income; Medicine; Alternative medicine; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05382015,0.003196731,0.003755274,0.002875306,0.005429664,0.003008804,0.003769723,0.004287501,0.03743163],"category_scores_gemma":[0.03923987,0.003089563,0.004674063,0.002562187,0.002385259,0.002870776,0.003226756,0.005950471,0.007939368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006216401,"about_ca_system_score_gemma":0.02980807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005096534,"about_ca_topic_score_gemma":0.01018561,"domain_scores_codex":[0.9766068,0.01483412,0.003182273,0.001710296,0.002005045,0.001661549],"domain_scores_gemma":[0.9745782,0.008119738,0.002992448,0.00353754,0.007894899,0.002877149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.096794,0.08300579,0.0151409,0.09419257,0.001810695,0.003171327,0.03891105,0.01066521,0.01207996,0.02305098,0.1157871,0.5053905],"study_design_scores_gemma":[0.1981684,0.0791025,0.05714642,0.06246592,0.002088489,0.001058404,0.02478478,0.009260858,0.0147916,0.0256786,0.5242016,0.001252479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001506921,0.00007159228,0.001948914,0.0001079619,0.00006871429,0.9953207,0.000567917,0.00002571376,0.0003814731],"genre_scores_gemma":[0.000433205,0.00004686708,0.003034682,0.00004512354,0.000005530432,0.9962744,0.00005956956,0.000001737122,0.00009879519],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05382015,"threshold_uncertainty_score":0.2846316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2432991239839666,"score_gpt":0.6673998888354539,"score_spread":0.4241007648514872,"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."}}