{"id":"W2912027775","doi":"10.1037/t12364-000","title":"Toronto Hospital Alertness Test","year":2006,"lang":"en","type":"dataset","venue":"PsycTESTS Dataset","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Alertness; Test (biology); Psychology; Medicine; Psychiatry; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001301769,0.000857757,0.001144699,0.0001113826,0.001385264,0.00004608703,0.001744754,0.001830459,0.01043508],"category_scores_gemma":[0.001436042,0.0008130374,0.0001627693,0.0002504546,0.0002027523,0.0004511899,0.0007154961,0.002573987,0.01221186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008137854,"about_ca_system_score_gemma":0.0009341236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1252784,"about_ca_topic_score_gemma":0.1664963,"domain_scores_codex":[0.9932129,0.001100225,0.001905837,0.00125411,0.0008901167,0.00163675],"domain_scores_gemma":[0.9913223,0.003146233,0.001027033,0.003672055,0.0002915963,0.0005407817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003059913,0.0005808862,0.001344993,0.002575702,0.00004095982,0.0000903297,0.00009011948,3.527814e-7,2.588768e-7,0.00003431125,0.9949787,0.0002327553],"study_design_scores_gemma":[0.0007635455,0.0002283108,0.004288958,0.0007802077,0.0001248144,0.000006620305,0.0003429799,0.000002501399,2.153773e-7,0.0001378873,0.9923928,0.0009311316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000162188,0.001229872,0.000004319982,0.002616427,0.005355548,0.001924981,0.988206,0.0001828313,0.000463792],"genre_scores_gemma":[0.00001174213,0.0009359139,0.00009897229,0.005116319,0.003718264,0.0006300815,0.9888338,0.00007984524,0.0005750636],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04121786,"threshold_uncertainty_score":0.9999148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06186216908136415,"score_gpt":0.4780241691180342,"score_spread":0.41616200003667,"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."}}