{"id":"W3214741726","doi":"10.53947/miphmp.v1i1.108","title":"Overview of E-Cigarette (Vape) Usage Behavior in 2021 UMJ FKM Students","year":2021,"lang":"en","type":"article","venue":"Muhammadiyah International Public Health and Medicine Proceeding","topic":"Public Health and Nutrition","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental health; China; Medicine; Nicotine; Pharmacist; Tobacco control; Psychology; Family medicine; Political science; Psychiatry; Pharmacy; Nursing; Public health","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":[0.0005037668,0.0002094423,0.0003014395,0.002118956,0.001355011,0.0009467824,0.0003574528,0.0005387078,0.004363068],"category_scores_gemma":[0.0005746215,0.0002480851,0.0003250932,0.001662904,0.0002265041,0.0006727804,0.0006867255,0.0006577809,0.001252642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006962267,"about_ca_system_score_gemma":0.0008115979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193396,"about_ca_topic_score_gemma":0.01694432,"domain_scores_codex":[0.9996668,0.00004917499,0.00004033664,0.00003666691,0.00009047666,0.0001166434],"domain_scores_gemma":[0.9994631,0.0000581692,0.000122177,0.000008603014,0.0001666017,0.0001813942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005128669,0.0006274094,0.9466304,0.0002846468,0.00001210903,0.00040974,0.01665686,0.00003503371,0.0009933523,0.0001045411,0.00190143,0.03229326],"study_design_scores_gemma":[0.000001491335,0.0002543137,0.9548341,0.0001244677,0.0000112404,0.000494009,0.03903618,0.00008510629,0.0002665802,0.00002900493,0.004842905,0.00002059331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957778,0.0005714374,0.00009078738,0.0002551912,0.0000141964,0.00005772222,0.0008722119,0.00001043919,0.002350089],"genre_scores_gemma":[0.9859633,0.003061547,0.0005749462,0.0003433933,0.00002143539,0.0001853465,0.001623128,0.000009676783,0.008217308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193396,"threshold_uncertainty_score":0.02372897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1410092979631761,"score_gpt":0.442527914658751,"score_spread":0.3015186166955749,"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."}}