{"id":"W4415604770","doi":"10.1177/1179173x251392359","title":"Characterizing the Impact of Dyadic Motivations to Quit on Cessation Outcomes in Dual-Smoking Couples","year":2025,"lang":"en","type":"article","venue":"Tobacco Use Insights","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"National Cancer Institute","keywords":"Psychological intervention; Abstinence; Intervention (counseling); Smoking cessation; Affect (linguistics); Set (abstract data type)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064645,0.000264348,0.0004386007,0.0006227998,0.0007268934,0.0008414636,0.000316183,0.0003486887,0.00124244],"category_scores_gemma":[0.01378535,0.0002384164,0.0009634037,0.0005233976,0.0003961569,0.0004855051,0.001226603,0.0005196785,0.00007917556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003635228,"about_ca_system_score_gemma":0.0004693828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003294556,"about_ca_topic_score_gemma":0.004728297,"domain_scores_codex":[0.9970546,0.002073195,0.0001387172,0.0002890867,0.0002603961,0.0001840483],"domain_scores_gemma":[0.9936875,0.003238431,0.001962459,0.000328653,0.0003209204,0.0004620801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004783048,0.0002267231,0.9825885,0.00006069737,0.000239965,0.00003068601,0.001059041,0.0002442612,0.0004903742,0.00009973121,0.00004869679,0.01443294],"study_design_scores_gemma":[0.00002115871,0.0007585848,0.9961929,0.00002556469,0.0001570473,0.00007596681,0.0009045572,0.001233502,0.000278215,0.0001804435,0.0001605283,0.0000114945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999087,0.0001513714,0.000456378,0.00002147877,0.000001816813,0.00002440949,0.00004692076,0.000002454143,0.0002081321],"genre_scores_gemma":[0.9993926,0.00005838261,0.0003942208,0.000009092505,0.000002059685,0.0000522374,0.00005321276,8.178832e-7,0.00003727675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0064645,"threshold_uncertainty_score":0.03418791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04859073712312308,"score_gpt":0.3441190178795294,"score_spread":0.2955282807564064,"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."}}