{"id":"W2939726539","doi":"10.2196/13508","title":"Process Evaluation of a Medical Student–Delivered Smoking Prevention Program for Secondary Schools: Protocol for the Education Against Tobacco Cluster Randomized Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Calgary","funders":"","keywords":"Protocol (science); Randomized controlled trial; Medical education; Tobacco use; Cluster (spacecraft); Medicine; Smoking prevention; Cluster randomised controlled trial; Secondary prevention; Alternative medicine; Computer science; Public health; Environmental health; Nursing; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03717897,0.007554795,0.01278352,0.002793947,0.003391524,0.003764478,0.003291947,0.007343403,0.05774531],"category_scores_gemma":[0.03072612,0.003069459,0.005936641,0.002931773,0.003674906,0.003184779,0.002608079,0.00652627,0.00958912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005414778,"about_ca_system_score_gemma":0.0162728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002852921,"about_ca_topic_score_gemma":0.003621732,"domain_scores_codex":[0.9729455,0.01503198,0.003179606,0.002944165,0.002737274,0.003161499],"domain_scores_gemma":[0.9847029,0.003919246,0.00295903,0.002188526,0.004681559,0.001548705],"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":[0.893285,0.02667235,0.0008112964,0.01923547,0.002604219,0.0001484839,0.0007624143,0.002520606,0.002007498,0.002636432,0.007779286,0.04153682],"study_design_scores_gemma":[0.9389955,0.03888904,0.001607504,0.001901983,0.001254258,0.00002202615,0.0001684386,0.001787019,0.0008634701,0.001505079,0.01290978,0.000095827],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00287315,0.0001215982,0.001276907,0.00007222222,0.0001795679,0.9945467,0.0004358852,0.00008228976,0.000411702],"genre_scores_gemma":[0.00228245,0.00004863181,0.001421129,0.00004103317,0.00002367825,0.9959549,0.00005249058,0.000003919744,0.00017171],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05774531,"threshold_uncertainty_score":0.1966236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2548581052046032,"score_gpt":0.6394234994177534,"score_spread":0.3845653942131502,"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."}}