{"id":"W2526004213","doi":"10.1007/s12160-016-9834-4","title":"Predictors of Smoking Cessation and Relapse in Cancer Patients and Effect on Psychological Variables: an 18-Month Observational Study","year":2016,"lang":"en","type":"article","venue":"Annals of Behavioral Medicine","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research; Health Research Foundation","keywords":"Observational study; Smoking cessation; Medicine; Health psychology; Clinical psychology; Internal medicine; Oncology; Psychiatry; Public health","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000715281,0.0001533085,0.0004230025,0.0002189179,0.00002918484,0.000002964962,0.00005483568,0.0001223354,0.00009992795],"category_scores_gemma":[0.0001564137,0.00009172532,0.00002230684,0.0002050231,0.0001798206,0.0001658776,0.00001981675,0.0001253756,6.35744e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002889949,"about_ca_system_score_gemma":0.00001726564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006476563,"about_ca_topic_score_gemma":0.00003683809,"domain_scores_codex":[0.9983925,0.0001331485,0.0004799222,0.0003123705,0.000533981,0.00014808],"domain_scores_gemma":[0.9991343,0.0001450601,0.0002243177,0.0001814276,0.0002075104,0.0001073733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006831768,0.00166988,0.9708483,0.00003388283,0.00001553372,0.00000557088,0.0008888319,5.806137e-7,0.003732183,0.00001816182,0.0001123973,0.02199147],"study_design_scores_gemma":[0.00616545,0.01923049,0.9716316,0.0007886505,0.0002010696,0.000001597794,0.0002240493,0.000002516545,0.001625335,0.00003932973,0.000007486026,0.00008236577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987129,0.000056645,0.000003211167,0.0003589606,0.0001949808,0.0005957716,0.00002278096,0.00001604953,0.00003871195],"genre_scores_gemma":[0.9995969,0.00008567768,0.000008450756,0.0001090613,0.00006884485,0.00005716553,0.00004322909,0.00001300168,0.00001769269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02190911,"threshold_uncertainty_score":0.374045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2260202669583536,"score_gpt":0.4511905191790882,"score_spread":0.2251702522207346,"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."}}