{"id":"W4210743897","doi":"10.2196/preprints.16320","title":"Testing the Effectiveness of Enhanced Alcohol Warning Labels and Modifications Resulting From Alcohol Industry Interference in Yukon, Canada: Protocol for a Quasi-Experimental Study (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Intervention (counseling); Alcohol; Population; Environmental health; Medicine; Computer security; Business; Psychology; Computer science; Psychiatry; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02521013,0.003670331,0.003506966,0.0018116,0.00695127,0.002625016,0.004480857,0.004203593,0.04751378],"category_scores_gemma":[0.02164645,0.003716731,0.002377774,0.002600845,0.003454162,0.001445498,0.001564442,0.00420302,0.006720962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01979729,"about_ca_system_score_gemma":0.07496531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1649419,"about_ca_topic_score_gemma":0.3257535,"domain_scores_codex":[0.9867386,0.005742362,0.001427677,0.001544481,0.002125017,0.002421896],"domain_scores_gemma":[0.9815226,0.003851546,0.001926174,0.002324826,0.008028424,0.002346452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3035297,0.1920296,0.01107429,0.03095179,0.001197606,0.001505774,0.01537689,0.01096446,0.02691224,0.01190636,0.1351292,0.259422],"study_design_scores_gemma":[0.444415,0.1713603,0.07970317,0.008276975,0.0009366934,0.0001622071,0.005708597,0.007212279,0.01369477,0.006479421,0.2612643,0.0007862161],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00568219,0.00005574585,0.001056759,0.0001143259,0.0001112306,0.9914034,0.0007210339,0.00005770293,0.0007975568],"genre_scores_gemma":[0.002146369,0.00004489262,0.002078866,0.00009911681,0.00001298903,0.9949356,0.00009737915,0.000003396731,0.0005814359],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8350581,"threshold_uncertainty_score":0.3279637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1250521413376467,"score_gpt":0.396274025333462,"score_spread":0.2712218839958153,"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."}}