{"id":"W130686057","doi":"10.1016/j.amepre.2010.06.003","title":"Taking Stock","year":2010,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; Ontario Tobacco Research Unit; Public Health Ontario; University of Toronto","funders":"","keywords":"MEDLINE; Medicine; Environmental health; Web of science; Focus (optics); Tobacco smoke; Meta-analysis; Pathology; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001395061,0.000824721,0.0007908783,0.001577576,0.001616958,0.005905756,0.001352014,0.003299456,0.7468022],"category_scores_gemma":[0.007685764,0.0003053495,0.0006730318,0.0007833955,0.0006418606,0.002375458,0.003014211,0.002391507,0.6833158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007668384,"about_ca_system_score_gemma":0.00364199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102022,"about_ca_topic_score_gemma":0.003518282,"domain_scores_codex":[0.9986308,0.0001104361,0.00005728706,0.0001604781,0.0008134531,0.0002275275],"domain_scores_gemma":[0.9916203,0.000597366,0.0002746361,0.0009420808,0.002470354,0.004095304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003684882,0.00008184746,0.0003572823,0.00005002381,0.000005452811,0.00009767714,0.00003633802,0.00003646748,0.0005839648,0.002291725,0.8777059,0.1187164],"study_design_scores_gemma":[0.00001161159,0.0000283396,0.0005168658,0.00004042204,0.000005048114,0.00008679762,0.00007682732,0.00006612037,0.0001911781,0.001533442,0.9974372,0.000006038887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001934158,0.002095589,0.001423547,0.03666021,0.03782292,0.0001917875,0.0009389134,0.001297193,0.9176357],"genre_scores_gemma":[0.002159474,0.0003637289,0.0002061776,0.003910947,0.002712821,0.00002838558,0.0002085475,0.0001052641,0.9903046],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7468022,"threshold_uncertainty_score":0.3611559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303533375347178,"score_gpt":0.3494949046181738,"score_spread":0.3264595708647021,"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."}}