{"id":"W1568972036","doi":"10.1111/add.12281","title":"Association between smoking cessation and short‐term health‐care use: results from an international prospective cohort study ( <scp>ATTEMPT</scp> )","year":2013,"lang":"en","type":"article","venue":"Addiction","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Research Councils UK; Cancer Research UK; Sanofi","keywords":"Smoking cessation; Prospective cohort study; Medicine; Cohort study; Environmental health; Cohort; Psychiatry; Association (psychology); Psychology; Internal medicine; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004534475,0.0001714941,0.0002572441,0.000178386,0.0002299003,0.0002133188,0.00006658086,0.00018232,0.00004303243],"category_scores_gemma":[0.000334625,0.0001737292,0.00003958484,0.000168914,0.00001914348,0.001233291,0.00003158627,0.000294054,0.00000624662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089442,"about_ca_system_score_gemma":0.00005137883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003265525,"about_ca_topic_score_gemma":0.0002193182,"domain_scores_codex":[0.9979054,0.0001407085,0.0004713296,0.0005256883,0.0007510377,0.0002058398],"domain_scores_gemma":[0.9986221,0.0001983388,0.0003178527,0.0002600728,0.0004676723,0.0001339943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001837973,0.0001430075,0.9817107,0.000004225279,0.0002810553,0.000001260679,0.004768982,0.000002807422,0.000117184,0.000002848227,0.0009505886,0.01199898],"study_design_scores_gemma":[0.001804906,0.0004376193,0.9942365,0.00006528795,0.0004050536,0.000001871978,0.002291714,0.00006155359,0.0003090366,0.00002298682,0.0002945006,0.00006895062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964764,0.00002042066,0.0001417083,0.0002646026,0.0005644474,0.001594872,0.0002001316,0.0001915756,0.000545903],"genre_scores_gemma":[0.9937322,0.00003447035,0.00005861001,0.0001104243,0.0007067498,0.0001866244,0.004904187,0.00002843924,0.0002383702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01252584,"threshold_uncertainty_score":0.708447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554392384678084,"score_gpt":0.317899747376039,"score_spread":0.2923558235292582,"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."}}