{"id":"W3194703748","doi":"10.17605/osf.io/ub63f","title":"TASA Cheque Day Study","year":2020,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cheque; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002806287,0.0005080071,0.001051216,0.0003593596,0.003012825,0.001185086,0.001292801,0.001654689,0.01974137],"category_scores_gemma":[0.003056708,0.0006233942,0.001354148,0.0006656107,0.001134921,0.0007412244,0.001179208,0.002040381,0.002804959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003257756,"about_ca_system_score_gemma":0.009417054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08412107,"about_ca_topic_score_gemma":0.134804,"domain_scores_codex":[0.9980468,0.0009585684,0.00006500752,0.0003361155,0.0002238532,0.0003697757],"domain_scores_gemma":[0.9974554,0.00032286,0.0002440501,0.0004632192,0.0005580674,0.0009564449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3021432,0.08584448,0.2762373,0.001761538,0.003872331,0.003733205,0.007014819,0.001325979,0.01150404,0.01758712,0.1487522,0.1402238],"study_design_scores_gemma":[0.06749061,0.0820767,0.7038715,0.0003315337,0.001920871,0.0006398918,0.007027312,0.001557537,0.00180898,0.003913771,0.1290444,0.0003169499],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498494,0.001199502,0.001121667,0.003237313,0.00108645,0.00474089,0.008262824,0.0001310593,0.030371],"genre_scores_gemma":[0.9265613,0.001170991,0.003045795,0.005997804,0.0006773557,0.008827887,0.005563021,0.0001008777,0.04805497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08412107,"threshold_uncertainty_score":0.1672629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420337899422285,"score_gpt":0.2712566741400735,"score_spread":0.2470532951458506,"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."}}