{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00220151,0.0002692589,0.0005509393,0.00009835215,0.0001649259,0.00006969834,0.0005834263,0.00015898,0.2163029],"category_scores_gemma":[0.003093019,0.0002855898,0.0004716558,0.0004369084,0.00008699108,0.0001253212,0.0009857819,0.0006221294,0.6999139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425155,"about_ca_system_score_gemma":0.0001805536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001409516,"about_ca_topic_score_gemma":0.00000976816,"domain_scores_codex":[0.9964117,0.000409154,0.0005088106,0.00180633,0.0005170802,0.000346937],"domain_scores_gemma":[0.9953179,0.0001941297,0.0001159109,0.003676218,0.0001858851,0.000509945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001246662,0.01020192,0.6259495,0.0005540568,0.008553696,0.001017184,0.03348941,0.005154171,0.04305615,0.005296554,0.1842585,0.08122219],"study_design_scores_gemma":[0.008251416,0.0000267384,0.598704,0.0001561395,0.001978837,0.0003618974,0.001752444,0.002660848,0.009877685,0.001236227,0.3739245,0.001069249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2479832,0.000006679459,0.006651019,0.002229838,0.0001471579,0.002011743,0.000009831811,0.0004001903,0.7405604],"genre_scores_gemma":[0.9637134,0.00003059519,0.0004538782,0.000800173,0.0001691804,0.0002613198,0.00002864225,0.00004821311,0.03449458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7157302,"threshold_uncertainty_score":0.9999596,"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."}}