{"id":"W2470805604","doi":"10.2196/resprot.5653","title":"The SmokefreeTXT (SFTXT) Study: Web and Mobile Data Collection to Evaluate Smoking Cessation for Young Adults","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"RTI International","keywords":"Smoking cessation; Data collection; Medicine; Psychology; World Wide Web; Computer science; Gerontology; 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":[0.0149819,0.001157055,0.0013841,0.001363192,0.001534234,0.001203923,0.001184228,0.001577934,0.004065208],"category_scores_gemma":[0.01340153,0.001075959,0.001706686,0.001794093,0.0007632134,0.001730602,0.002083096,0.001447488,0.001267181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244493,"about_ca_system_score_gemma":0.005500766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01396294,"about_ca_topic_score_gemma":0.01765464,"domain_scores_codex":[0.9915234,0.005314439,0.0008208082,0.0007195542,0.001297617,0.0003242818],"domain_scores_gemma":[0.9929377,0.001844477,0.001420899,0.000616196,0.001364204,0.001816589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03230596,0.02294337,0.798264,0.002543615,0.002433169,0.0004518088,0.005785464,0.0005131146,0.002210943,0.0009136687,0.01965571,0.1119792],"study_design_scores_gemma":[0.02156979,0.03115892,0.924593,0.0007485418,0.001296623,0.0004130438,0.001373525,0.001478908,0.001237818,0.000464596,0.01548598,0.0001791435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.8970675,0.001437827,0.006312732,0.001134742,0.000289641,0.06112278,0.02769443,0.0002489923,0.004691291],"genre_scores_gemma":[0.7428715,0.001806231,0.02721776,0.002556983,0.0005688634,0.1927266,0.02537218,0.0001597104,0.006720189],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.0149819,"threshold_uncertainty_score":0.07923281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3070199647801409,"score_gpt":0.5633835100991996,"score_spread":0.2563635453190587,"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."}}