{"id":"W4220829235","doi":"10.1038/s41572-022-00346-w","title":"Tobacco and nicotine use","year":2022,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Nicotinic Acetylcholine Receptors Study","field":"Biochemistry, Genetics and Molecular Biology","cited_by":299,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research; University of Toronto; Centre for Addiction and Mental Health","funders":"University of Toronto","keywords":"Nicotine; Psychological intervention; Addiction; Medicine; Environmental health; Tobacco harm reduction; Psychosocial; Smoking cessation; Population; Tobacco smoke; Tobacco use; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005753411,0.0008185726,0.001881032,0.0001164746,0.0001615521,0.00006810697,0.000622144,0.0006343545,0.0003312776],"category_scores_gemma":[0.001356511,0.0006545127,0.001135709,0.0003522027,0.00009921091,0.000009096188,0.0009763954,0.001368317,0.00005365404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008902052,"about_ca_system_score_gemma":0.0004989927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003886506,"about_ca_topic_score_gemma":0.000003346727,"domain_scores_codex":[0.9964335,0.0007572944,0.0008403268,0.001248377,0.0002679915,0.0004524983],"domain_scores_gemma":[0.9974601,0.00008748016,0.0006358385,0.001300632,0.00004096392,0.00047498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001917207,0.0001124539,0.00006785642,0.005067777,0.0002603427,0.000001860374,0.00000286002,7.342796e-8,0.000004768488,0.00003114115,0.02779888,0.9666328],"study_design_scores_gemma":[0.0002106206,0.00005498685,0.000006288906,0.001564292,0.001646952,0.00001965576,0.000002852709,1.494847e-7,0.000003891435,0.00000166925,0.9958372,0.0006514924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002955079,0.9964432,0.000004464504,0.00002978692,0.0005617356,0.002434234,0.0002289972,0.0000293679,0.0002386599],"genre_scores_gemma":[0.000003223242,0.9943123,0.0004576829,0.0004958613,0.0005532989,0.0004815184,0.00224336,0.0001457481,0.001306996],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9680383,"threshold_uncertainty_score":0.9995906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435110524295727,"score_gpt":0.3577331327288416,"score_spread":0.3133820274858843,"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."}}