{"id":"W4413758314","doi":"10.1001/jamanetworkopen.2025.29384","title":"Automated Tobacco Cessation Intervention for Parents in Pediatric Primary Care","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"National Cancer Institute","keywords":"Primary care; Intervention (counseling); Smoking cessation; Medicine; Tobacco use; Family medicine; Environmental health; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.002054378,0.0004454935,0.0006334465,0.0002921885,0.0005679157,0.0006074492,0.0006833167,0.0009219896,0.003783493],"category_scores_gemma":[0.004501951,0.0003853879,0.0008850313,0.0003657706,0.0004047731,0.0006005484,0.0006728612,0.0009643473,0.0001795906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001342191,"about_ca_system_score_gemma":0.002936692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005799535,"about_ca_topic_score_gemma":0.0116834,"domain_scores_codex":[0.9982038,0.001039363,0.0001139699,0.0002522541,0.0002226751,0.0001680157],"domain_scores_gemma":[0.9979803,0.0006458599,0.000644997,0.0001103593,0.0001171783,0.0005012661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2162859,0.1143933,0.2107172,0.004975365,0.002869082,0.0005445156,0.001865382,0.002515404,0.003204666,0.000465911,0.006947621,0.4352158],"study_design_scores_gemma":[0.2863946,0.363702,0.3352146,0.001287851,0.001396384,0.0004133562,0.0009222154,0.002772078,0.001561362,0.0002008102,0.006100878,0.00003390059],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954508,0.001286434,0.0002618884,0.0004307342,0.00006605738,0.001486811,0.0002163727,0.00003989456,0.0007610554],"genre_scores_gemma":[0.9925535,0.001047583,0.002925325,0.0004025438,0.0001130748,0.002492927,0.0002123406,0.000003392226,0.0002491959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005799535,"threshold_uncertainty_score":0.01265705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02408500106253955,"score_gpt":0.3400895803171767,"score_spread":0.3160045792546371,"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."}}