{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1121337,0.002334417,0.01018197,0.003598109,0.003495269,0.01511323,0.007148949,0.02444519,0.01609266],"category_scores_gemma":[0.3193486,0.00142147,0.005568773,0.003696746,0.009310259,0.02146822,0.004599643,0.02843835,0.006010323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006808402,"about_ca_system_score_gemma":0.02709745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01567852,"about_ca_topic_score_gemma":0.03008997,"domain_scores_codex":[0.9469352,0.03435902,0.006739668,0.00215302,0.008496188,0.001316853],"domain_scores_gemma":[0.5929176,0.3272134,0.01621468,0.01063305,0.04294084,0.01008035],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002431494,0.001046331,0.004170628,0.04701863,0.006339868,0.0002093986,0.001066819,0.0005867287,0.0004822009,0.01866765,0.3809986,0.5369817],"study_design_scores_gemma":[0.004688698,0.001263516,0.005719772,0.2568363,0.007901743,0.0002558272,0.005903422,0.001204551,0.0004239982,0.08700611,0.628316,0.0004800457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005801264,0.1584896,0.0006823028,0.8252454,0.01255106,0.000133282,0.000118955,0.00004595148,0.002153354],"genre_scores_gemma":[0.01814652,0.2959609,0.009578927,0.6519248,0.02162034,0.0006386453,0.0002348246,0.0001149703,0.001779977],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8878663,"threshold_uncertainty_score":0.5930268,"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."}}