{"id":"W2060556476","doi":"10.1093/ntr/ntp171","title":"Predictive validity and measurement issues in documenting quit intentions in population surveillance studies","year":2009,"lang":"en","type":"article","venue":"Nicotine & Tobacco Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Ontario Tobacco Research Unit; University of Toronto","funders":"","keywords":"Predictive validity; Abstinence; Smoking cessation; Psychology; Population; Clinical psychology; Medicine; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5866073,0.001193737,0.001909015,0.009388527,0.002183215,0.006470095,0.005827483,0.002573407,0.00138777],"category_scores_gemma":[0.7585558,0.001587132,0.002851688,0.00911536,0.01430332,0.005349367,0.005985625,0.003533827,0.0004195837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00293438,"about_ca_system_score_gemma":0.004292366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006940087,"about_ca_topic_score_gemma":0.006161378,"domain_scores_codex":[0.293757,0.619794,0.03955106,0.008767486,0.03658732,0.001543057],"domain_scores_gemma":[0.1547094,0.7406134,0.0365631,0.04266701,0.02441711,0.001029888],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005479042,0.0001557792,0.8772474,0.003136113,0.001519215,0.0001479674,0.008585742,0.002451698,0.0003457692,0.01670766,0.001875579,0.08727922],"study_design_scores_gemma":[0.0002867096,0.002751579,0.8495027,0.01274727,0.002157116,0.001838333,0.008409763,0.02926125,0.004293843,0.06478795,0.02365234,0.0003112049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.438342,0.04209605,0.4557521,0.01715889,0.002272226,0.009696113,0.003451803,0.0004718007,0.03075913],"genre_scores_gemma":[0.9100084,0.002392915,0.07665445,0.002036313,0.0007634382,0.006292194,0.0009817991,0.00008808973,0.0007823196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4133927,"threshold_uncertainty_score":0.5097868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2485906254988292,"score_gpt":0.473802153075722,"score_spread":0.2252115275768928,"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."}}