{"id":"W4293565808","doi":"10.1016/j.ajp.2022.103247","title":"Title of the study: Practice and attitude of doctors towards patients with substance use: A study from south India","year":2022,"lang":"en","type":"article","venue":"Asian Journal of Psychiatry","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health and Neurosciences","keywords":"Psychological intervention; Medicine; Stratified sampling; Intervention (counseling); Quarter (Canadian coin); Substance use; Mediation; Positive attitude; Substance abuse; Family medicine; Positive correlation; Clinical psychology; Nursing; Psychology; Psychiatry; Social psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001191658,0.0002934531,0.0005278413,0.0007199147,0.00165165,0.001347898,0.0008196243,0.001300676,0.004325419],"category_scores_gemma":[0.006694116,0.0005549492,0.0006115224,0.001647884,0.0009396448,0.001064104,0.0007185743,0.001408408,0.0008158086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008331081,"about_ca_system_score_gemma":0.00244323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01518175,"about_ca_topic_score_gemma":0.02030576,"domain_scores_codex":[0.9987451,0.0004492595,0.0002413792,0.0001388202,0.0002096671,0.0002158396],"domain_scores_gemma":[0.9937641,0.002059271,0.002062829,0.0002020577,0.0008692949,0.001042465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003164609,0.0008437868,0.9748098,0.0004152614,0.00009048954,0.00043531,0.01943041,0.00002711545,0.0004184565,0.00006691576,0.0007227625,0.002423113],"study_design_scores_gemma":[0.000061462,0.0008338617,0.9667332,0.0001891187,0.00007172266,0.0005169752,0.03062556,0.00003948802,0.00009483784,0.00003474856,0.0007751967,0.00002379306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982003,0.000261465,0.00003148921,0.0004349182,0.00002374381,0.00007451772,0.0003029118,0.000001219551,0.0006693837],"genre_scores_gemma":[0.9979545,0.0003477321,0.00008016364,0.0006516615,0.00005732425,0.0001151565,0.0002146455,0.000002907747,0.0005759427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518175,"threshold_uncertainty_score":0.03018677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344838369719848,"score_gpt":0.2666348813363788,"score_spread":0.2531864976391803,"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."}}