{"id":"W1483266381","doi":"","title":"Want to quit smoking? Call your surgeon","year":2000,"lang":"en","type":"article","venue":"PubMed Central","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abstinence; Quit smoking; Smoking cessation; Medicine; Tobacco use; Smoking prevention; Family medicine; Psychiatry; Environmental health; Pathology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001277518,0.0001883272,0.0003373024,0.00006870655,0.0004568321,0.00001296508,0.0002092169,0.0003013648,0.002508076],"category_scores_gemma":[0.0001219357,0.0001599127,0.00008540409,0.0001697585,0.00001819048,0.00007418953,0.00004636179,0.0006480478,0.0008490343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005844588,"about_ca_system_score_gemma":0.0004193054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004620578,"about_ca_topic_score_gemma":0.00403285,"domain_scores_codex":[0.9949305,0.0004626689,0.0005976809,0.0003714894,0.0003597034,0.003277962],"domain_scores_gemma":[0.997879,0.0001126396,0.00007955565,0.0003740707,0.0000651499,0.001489642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001574748,0.0001423628,0.4518292,0.0005608008,0.00006325728,0.00007654682,0.03146191,0.00002340857,0.00001286659,0.001860372,0.1124799,0.4013319],"study_design_scores_gemma":[0.0002806061,0.00001972103,0.462244,0.00007662496,0.000005406972,0.000002184246,0.001177864,0.000005087436,0.00000608893,0.00004281376,0.5360097,0.0001299308],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94193,0.0003822646,0.0000160014,0.01841079,0.002971158,0.001403915,0.00005493444,0.0002020493,0.0346289],"genre_scores_gemma":[0.9738978,0.0002303271,0.00003082135,0.003210208,0.002480499,0.0006229825,0.00001426082,0.00003990459,0.01947327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4235298,"threshold_uncertainty_score":0.9999289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09515438240407978,"score_gpt":0.3807253311985556,"score_spread":0.2855709487944759,"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."}}