{"id":"W2031544259","doi":"10.1093/ntr/ntu115","title":"Drug Use, Abuse, and Dependence and the Persistence of Nicotine Dependence","year":2014,"lang":"en","type":"article","venue":"Nicotine & Tobacco Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Psychiatry; Persistence (discontinuity); Anxiety; Substance abuse; Medicine; Tranquilizer; Mood; Alcohol dependence; Nicotine; Drug; Cannabis; Clinical psychology; Substance dependence; Mood disorders; Alcohol","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006719544,0.0001434622,0.0002567138,0.0006026863,0.0003992078,0.0006491016,0.0003325139,0.0003444691,0.002806484],"category_scores_gemma":[0.003418158,0.0001647896,0.0003680301,0.000894014,0.0002995092,0.0005368252,0.0004294708,0.0008194224,0.0001755821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00036053,"about_ca_system_score_gemma":0.0004911143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007571914,"about_ca_topic_score_gemma":0.01539323,"domain_scores_codex":[0.9995728,0.00009786578,0.00007369824,0.00007019738,0.0001262032,0.00005927459],"domain_scores_gemma":[0.9954472,0.0008554187,0.00267464,0.0001364857,0.0003606255,0.0005255822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001304355,0.00001672481,0.9975634,0.00001199677,0.00003126427,0.00001934898,0.00003049245,0.00001365451,0.00003931453,0.00001167246,0.00003999913,0.002209217],"study_design_scores_gemma":[8.464898e-7,0.00002152262,0.9994714,0.0000137718,0.00001178625,0.0001555361,0.00007142708,0.00005375518,0.00001716574,0.00002782258,0.0001536555,0.000001387801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950467,0.002731535,0.000134464,0.0004493319,0.00001179667,0.00001300855,0.0005810217,0.000005776849,0.001026458],"genre_scores_gemma":[0.998668,0.0007442139,0.0001014738,0.00004745909,0.00001580664,0.000004725475,0.0002725987,0.000001300683,0.0001444215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007571914,"threshold_uncertainty_score":0.01505566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08148441303990608,"score_gpt":0.3486882007945649,"score_spread":0.2672037877546588,"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."}}