{"id":"W4390170286","doi":"10.2196/50465","title":"Efficacy of Digital Outreach Strategies for Collecting Smoking Data: Pragmatic Randomized Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Helpfulness; Medicine; Smoking cessation; Family medicine; Patient portal; Psychological intervention; Framing effect; Odds ratio; Health communication; Health care; Psychology; Nursing; Internal medicine; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01179438,0.003212237,0.005001219,0.001834211,0.001289804,0.002243967,0.001900886,0.006106637,0.01251683],"category_scores_gemma":[0.02262596,0.001288518,0.004889445,0.001399996,0.003109517,0.002994429,0.002010775,0.003676018,0.00111599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003170177,"about_ca_system_score_gemma":0.003918638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003305953,"about_ca_topic_score_gemma":0.002760997,"domain_scores_codex":[0.9840297,0.01216835,0.001266089,0.000987853,0.0007584997,0.0007895931],"domain_scores_gemma":[0.9879714,0.006479894,0.002443519,0.0007875775,0.0006717723,0.001645906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9524789,0.02109575,0.0005658949,0.003552813,0.001849843,0.00004067441,0.0001633765,0.0003192195,0.0002754538,0.0003061969,0.0005660509,0.01878574],"study_design_scores_gemma":[0.9508215,0.04658552,0.0004783071,0.00032065,0.0006289156,0.00001111102,0.00005351018,0.0002957931,0.00008325693,0.0003464273,0.0003593999,0.00001549046],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8026726,0.01344739,0.005305068,0.003420662,0.004240585,0.1628419,0.001991891,0.0004980367,0.005581889],"genre_scores_gemma":[0.8503065,0.004187251,0.01208017,0.003067769,0.001576499,0.1253394,0.0005338003,0.00003952904,0.002869116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01251683,"threshold_uncertainty_score":0.06237537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3041020954890625,"score_gpt":0.6011193111770472,"score_spread":0.2970172156879847,"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."}}