{"id":"W2026861695","doi":"10.2105/ajph.2006.101212","title":"Pathways to Smoking Cessation Among African American and Puerto Rican Young Adults","year":2007,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"National Institute on Drug Abuse; National Institutes of Health; National Institute for Health and Care Research","keywords":"Smoking cessation; Young adult; Personality; Demography; Substance use; Medicine; Puerto rican; Psychology; Clinical psychology; Psychiatry; Developmental psychology; Social psychology","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":[0.0003461491,0.0001457037,0.0001607149,0.0003914751,0.0005487737,0.0004000623,0.0001791595,0.0002405974,0.001754325],"category_scores_gemma":[0.001496009,0.000171485,0.0002921823,0.0002803596,0.0001437407,0.0002531385,0.0004969694,0.000344818,0.0000810377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003763517,"about_ca_system_score_gemma":0.0007775379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0408389,"about_ca_topic_score_gemma":0.06510495,"domain_scores_codex":[0.9998516,0.00004639778,0.000007002072,0.00002347716,0.00001628792,0.00005519466],"domain_scores_gemma":[0.9996642,0.00007969932,0.000138752,0.00001373197,0.00003118188,0.00007249353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005314426,0.0000660268,0.9918891,0.00001675112,0.0000425537,0.0001308053,0.000793258,0.00006080893,0.0002574028,0.000125036,0.00008489668,0.00648031],"study_design_scores_gemma":[0.000009048634,0.00004213666,0.9975961,0.00002535616,0.0000481179,0.0001524553,0.001200579,0.0003307018,0.00008064145,0.000156515,0.0003555421,0.000002767909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991253,0.0002831455,0.0000352566,0.0001611119,0.000001485933,0.000009274452,0.0001046827,0.000001491359,0.0002783658],"genre_scores_gemma":[0.9993575,0.0002617479,0.00007058318,0.00003267428,0.000001806242,0.000009381341,0.00009787222,4.919428e-7,0.0001680338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0408389,"threshold_uncertainty_score":0.08120239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03598373570496401,"score_gpt":0.320646839818366,"score_spread":0.284663104113402,"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."}}