{"id":"W6885148410","doi":"10.13140/rg.2.2.32595.35365","title":"Over 70 Years of Breath Alcohol Testing in Canada","year":2023,"lang":"en","type":"article","venue":"","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0004927046,0.0003558584,0.000705621,0.002022506,0.004008934,0.00207527,0.001220864,0.001343368,0.003252029],"category_scores_gemma":[0.002223407,0.00051563,0.001037637,0.007089575,0.0009302687,0.001141172,0.001519478,0.002500003,0.0003608719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02708312,"about_ca_system_score_gemma":0.04481193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940305,"about_ca_topic_score_gemma":0.9962578,"domain_scores_codex":[0.9983777,0.00007523775,0.0001163705,0.0002040528,0.0004763056,0.0007503314],"domain_scores_gemma":[0.9960328,0.0001158095,0.0007281962,0.00006873119,0.001450174,0.001604282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008111815,0.00009466169,0.9898925,0.00005086134,0.00009786238,0.0004780992,0.0006974237,0.00008119183,0.00009106192,0.0001537178,0.002495062,0.005786504],"study_design_scores_gemma":[0.000007022132,0.00002273316,0.9935256,0.000104251,0.00007594629,0.0003089006,0.002781253,0.0001548105,0.00002959537,0.0000605021,0.00290226,0.00002711401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687034,0.007837787,0.0001507002,0.004701784,0.000237517,0.00006281184,0.008436655,0.00003690811,0.009832396],"genre_scores_gemma":[0.988404,0.003772007,0.000101899,0.001199044,0.00006466908,0.00001302581,0.002502437,0.00001598066,0.003926804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02708312,"threshold_uncertainty_score":0.1965027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308616208549079,"score_gpt":0.374773267645999,"score_spread":0.2439116467910911,"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."}}