{"id":"W2194604857","doi":"10.1056/jc200907220000001","title":"Smoking Cessation: How Much Evidence Do We Need to Act?","year":2009,"lang":"en","type":"article","venue":"Journal watch","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Smoking cessation; Intervention (counseling); Randomized controlled trial; Emergency medicine; Family medicine; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005314526,0.0001280219,0.00020176,0.0001305912,0.000199925,0.000231571,0.0001291206,0.0001051808,0.0002892569],"category_scores_gemma":[0.000224004,0.0001015202,0.0000985657,0.0003674044,0.00001111576,0.0003986231,0.00001456261,0.0004694299,0.00001028673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953191,"about_ca_system_score_gemma":0.00008977043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005674745,"about_ca_topic_score_gemma":0.000001170817,"domain_scores_codex":[0.9986105,0.00004442053,0.0002323831,0.0001676871,0.0006938701,0.0002511713],"domain_scores_gemma":[0.9990968,0.00005083522,0.0001294714,0.0002101342,0.0002584782,0.0002543484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003092594,0.000220469,0.5820169,0.00003506384,0.0000522888,0.0003649458,0.005089538,0.00003099353,0.03901692,0.0001392081,0.1061004,0.2666241],"study_design_scores_gemma":[0.001576128,0.0008693996,0.9369425,0.00188648,0.0002933774,0.001564741,0.00172993,0.00002660065,0.01784516,0.001785804,0.03516843,0.0003114868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7341596,0.0002184606,0.0006307715,0.2641007,0.0004330139,0.0001148803,3.182755e-7,0.00003720647,0.0003050522],"genre_scores_gemma":[0.994895,0.000732103,0.0003780635,0.001254363,0.001049964,0.000003178895,0.000001792242,0.00001283207,0.00167275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3549256,"threshold_uncertainty_score":0.4139873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06093299515717476,"score_gpt":0.3445055384854624,"score_spread":0.2835725433282876,"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."}}