{"id":"W4385450414","doi":"10.1093/ntr/ntad133","title":"Identification of Sociodemographic, Clinical, and Genetic Factors to Aid Alaska Native and American Indian People to Successfully Quit Smoking","year":2023,"lang":"en","type":"article","venue":"Nicotine & Tobacco Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Native American Research Centers for Health; National Institutes of Health; National Institute of General Medical Sciences; Canada Research Chairs","keywords":"Medicine; Smoking cessation; Concordance; Varenicline; Bupropion; Nicotine; Nicotine replacement therapy; Cohort; Demographics; Internal medicine; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009003459,0.0002457823,0.0002144066,0.0006373625,0.000469695,0.0006439752,0.0002218306,0.0002930061,0.002103693],"category_scores_gemma":[0.002423106,0.0001066761,0.0002556077,0.0003955175,0.0001777556,0.0002749782,0.0002595192,0.0002598505,0.000282104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550461,"about_ca_system_score_gemma":0.0004961556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005782626,"about_ca_topic_score_gemma":0.009216182,"domain_scores_codex":[0.9997142,0.0001052012,0.00003486362,0.00004278544,0.00006700621,0.00003594179],"domain_scores_gemma":[0.9992482,0.0001635275,0.0003192986,0.00004811089,0.00009934386,0.0001215662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005992053,0.000125363,0.9895738,0.00002821729,0.00002987899,0.00004425638,0.0001339983,0.00003915152,0.0002253498,0.00001487589,0.0001713856,0.009553775],"study_design_scores_gemma":[0.000004780492,0.0001238985,0.9984066,0.00003237711,0.00004416666,0.0002104274,0.0004581116,0.0002875724,0.00008824292,0.00004585774,0.0002935191,0.000004438163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967986,0.0005146621,0.0002483042,0.000240043,0.00001188779,0.00003283808,0.0003151595,0.00002206757,0.001816353],"genre_scores_gemma":[0.9989048,0.0002546104,0.0003896065,0.00005135731,0.00001297689,0.00001530912,0.0001798575,0.000001537278,0.0001899863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005782626,"threshold_uncertainty_score":0.01149797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08566975103580785,"score_gpt":0.439631137356956,"score_spread":0.3539613863211482,"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."}}