{"id":"W2005996824","doi":"10.1300/j069v21n03_07","title":"Physician Behavior Towards Male and Female Problem Drinkers","year":2002,"lang":"en","type":"article","venue":"Journal of Addictive Diseases","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre","funders":"","keywords":"Checklist; Medicine; Rating scale; Family medicine; Family history; Social skills; Interpersonal communication; Clinical psychology; Psychiatry; Psychology; Internal medicine; Developmental psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000309333,0.0001325332,0.0003133947,0.0001079794,0.00005607086,0.0000168279,0.00004797927,0.00003014825,0.0005442517],"category_scores_gemma":[0.0000366503,0.00009378888,0.0001959713,0.0001077127,0.00008390343,0.0002232133,0.00001225621,0.0001043231,0.0000169408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007364867,"about_ca_system_score_gemma":0.00003675965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001634026,"about_ca_topic_score_gemma":0.000001357275,"domain_scores_codex":[0.999219,0.00002011833,0.0002178068,0.0001099798,0.0002763772,0.0001567361],"domain_scores_gemma":[0.9993047,0.00004710151,0.0001689768,0.0000980171,0.0001529204,0.0002282567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003211719,0.0009995485,0.9408442,0.00002182169,0.0003644965,0.0009069349,0.001210639,0.000001263984,0.0003174996,0.00003117315,0.003979412,0.05100182],"study_design_scores_gemma":[0.003687903,0.0007668581,0.9894839,0.0002262583,0.001543435,0.0002326827,0.002127533,0.00001497705,0.0007765481,0.00005052719,0.0009677718,0.0001215973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915377,0.004837049,0.000006340675,0.0002959136,0.00007750416,0.0001949873,0.00001426164,0.00001620699,0.00301998],"genre_scores_gemma":[0.9972276,0.0006453216,0.0004079323,0.0003122863,0.0002185872,0.00001085581,0.000004116375,0.00001600834,0.001157266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05088022,"threshold_uncertainty_score":0.5959174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231365925404658,"score_gpt":0.2735842671778689,"score_spread":0.2512706079238223,"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."}}