{"id":"W2790289841","doi":"10.2196/mental.7957","title":"Targeted Secure Messages to Facilitate Access to Tobacco Treatment Counseling for Veterans: Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Password; Tobacco use; Smoking cessation; Smokeless tobacco; Short Message Service; Family medicine; Computer security; Computer science; Environmental health; Telecommunications","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":[0.006581289,0.0006905464,0.0004346485,0.0009440311,0.001461195,0.0009241962,0.0009943263,0.001170779,0.005228693],"category_scores_gemma":[0.008487923,0.0007132065,0.0007782176,0.0003903284,0.0006693281,0.001123682,0.001338739,0.001663157,0.0009725619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008761625,"about_ca_system_score_gemma":0.004701426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00435431,"about_ca_topic_score_gemma":0.005852094,"domain_scores_codex":[0.9960001,0.002217494,0.0001904496,0.0002395707,0.000503608,0.0008487882],"domain_scores_gemma":[0.9952435,0.001684719,0.000491056,0.00032133,0.0006628893,0.001596572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01436085,0.5169467,0.2004438,0.00137765,0.0002232334,0.001978063,0.02375057,0.0006338098,0.01210242,0.0009740709,0.004443945,0.2227649],"study_design_scores_gemma":[0.01595273,0.5533119,0.3867621,0.0003470929,0.0003667803,0.001173376,0.02147894,0.003640024,0.004715622,0.0006952183,0.01143977,0.0001163985],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895191,0.00003462075,0.000639681,0.0002913171,0.00002414651,0.008028155,0.000143342,0.00003429981,0.001285232],"genre_scores_gemma":[0.9768646,0.0001998132,0.006978018,0.0006041839,0.00008399618,0.01396095,0.0002398822,0.00001302666,0.001055464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006581289,"threshold_uncertainty_score":0.0348056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453344375430131,"score_gpt":0.4529630893490317,"score_spread":0.3076286518060186,"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."}}