{"id":"W3036490029","doi":"10.2196/18071","title":"A Mobile Social Network–Based Smoking Cessation Intervention for Chinese Male Smokers: Protocol for a Pilot Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Medicine; Abstinence; Intervention (counseling); Randomized controlled trial; Nicotine replacement therapy; Protocol (science); Family medicine; Physical therapy; Alternative medicine; Nursing; Psychiatry; Surgery","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":[0.02842742,0.005251934,0.009851283,0.00278526,0.004531371,0.003727992,0.003603839,0.006417923,0.09990259],"category_scores_gemma":[0.02078559,0.003721735,0.004916472,0.003084343,0.003762122,0.004005131,0.002314832,0.0085829,0.01197772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005392498,"about_ca_system_score_gemma":0.01905745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003514618,"about_ca_topic_score_gemma":0.007182194,"domain_scores_codex":[0.9870656,0.006779083,0.001585304,0.00117023,0.001755534,0.001644387],"domain_scores_gemma":[0.9909062,0.00222938,0.001701666,0.001123297,0.002523977,0.001515378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.709206,0.05447936,0.001683941,0.07318975,0.003397327,0.0007035884,0.001501682,0.003633682,0.004422157,0.007458643,0.04430969,0.09601419],"study_design_scores_gemma":[0.9148387,0.0363509,0.00262768,0.00564953,0.001066481,0.00008863884,0.0003161368,0.001905004,0.0009609711,0.002651017,0.03338732,0.0001576021],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007032704,0.0000903207,0.0004406451,0.00006146375,0.00009582705,0.9980235,0.0003451133,0.00003563748,0.0002042535],"genre_scores_gemma":[0.0006358924,0.0000562783,0.0008492467,0.00005435555,0.00001556689,0.998175,0.00005334057,0.000001774988,0.0001584587],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09990259,"threshold_uncertainty_score":0.3342074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2408864774596897,"score_gpt":0.5518345865730774,"score_spread":0.3109481091133877,"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."}}