{"id":"W4210436313","doi":"10.2196/28059","title":"Direct Outreach in Bars and Clubs to Enroll Cigarette Smokers in Mobile Cessation Services: Exploratory Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Smoking cessation; Medicine; Health equity; Rural area; Exploratory research; Family medicine; Public health; Environmental health; Gerontology; Psychology; Nursing; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008277628,0.0007902112,0.0005229641,0.001176834,0.003338871,0.001747417,0.001392975,0.001635961,0.004575097],"category_scores_gemma":[0.01005977,0.0008078172,0.0008456893,0.0008864106,0.001130745,0.001279031,0.002638186,0.001285146,0.0008807614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001975243,"about_ca_system_score_gemma":0.005929223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007846355,"about_ca_topic_score_gemma":0.01634957,"domain_scores_codex":[0.9949874,0.002990076,0.0002113813,0.0003231087,0.0004444982,0.001043601],"domain_scores_gemma":[0.9938629,0.002990832,0.0007428359,0.0002820251,0.0007652972,0.001356186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004818677,0.1319218,0.4047565,0.004556364,0.0002930033,0.006018294,0.2781194,0.0006446119,0.01017997,0.001539126,0.004584257,0.1525679],"study_design_scores_gemma":[0.004192018,0.1105561,0.3888404,0.002017742,0.0005188214,0.002035202,0.4676301,0.002950817,0.003375879,0.0009903896,0.01670904,0.0001834966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930429,0.00007542691,0.0003906763,0.000145565,0.000009287242,0.004999413,0.0001426114,0.00001385088,0.00118029],"genre_scores_gemma":[0.9802741,0.0004088996,0.003714255,0.0009642735,0.00003522191,0.01304365,0.0002247144,0.00001523871,0.001319829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008277628,"threshold_uncertainty_score":0.04377681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05915369448253183,"score_gpt":0.4027185914841886,"score_spread":0.3435648970016568,"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."}}