{"id":"W2401418077","doi":"10.1177/0962280212451883","title":"Letter to the editor","year":2012,"lang":"en","type":"letter","venue":"Statistical Methods in Medical Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Computer science; Data 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02395777,0.000271364,0.0006373214,0.0005194548,0.0001457842,0.0000648765,0.0006922171,0.001835393,0.01443677],"category_scores_gemma":[0.05395288,0.0001642562,0.00009396543,0.0008763814,0.0007885701,0.00003128512,0.000371565,0.01651615,0.0003891961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004118168,"about_ca_system_score_gemma":0.0006377413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001918783,"about_ca_topic_score_gemma":0.000008331152,"domain_scores_codex":[0.9842713,0.006288997,0.000637564,0.0006502571,0.006645902,0.001505946],"domain_scores_gemma":[0.977005,0.0209804,0.00004368573,0.0008888262,0.0003550724,0.0007270178],"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":[0.000044652,0.00006171862,0.0004659024,0.0001544052,0.00001574997,0.0008530313,0.0001160561,1.763333e-8,0.000009953962,0.0002225726,0.7858838,0.2121721],"study_design_scores_gemma":[0.0003479772,0.0001882843,0.009641873,0.0003561454,0.00005807687,0.00003930172,0.00002467498,0.00003460897,0.00004005602,0.001367363,0.9877329,0.0001686732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00002252891,0.00008718664,0.1482326,0.8411186,0.006017076,0.0008382977,0.00005696183,0.00003089213,0.003595858],"genre_scores_gemma":[0.0001826614,0.00003610397,0.08934133,0.7623577,0.1438501,0.0005590454,0.0002383166,0.0000911429,0.003343527],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2120034,"threshold_uncertainty_score":0.9994605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2160649036974611,"score_gpt":0.5879729825449449,"score_spread":0.3719080788474838,"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."}}