{"id":"W1994841308","doi":"10.1007/bf03019010","title":"CD ROMs and anesthesia machines","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Computer science; Anesthesia; Medicine","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":[],"category_scores_codex":[0.0005685955,0.0003221327,0.000430378,0.0005707843,0.0002582599,0.0002387123,0.0004115366,0.0002151033,0.0009171741],"category_scores_gemma":[0.00003453766,0.0002876546,0.0001387227,0.0003890439,0.0001745801,0.0004166831,0.000001883262,0.0007275721,0.00003434817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003361463,"about_ca_system_score_gemma":0.0007225285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001930132,"about_ca_topic_score_gemma":0.001903409,"domain_scores_codex":[0.9981475,0.0000471934,0.0006195563,0.0001496733,0.0003031987,0.0007329104],"domain_scores_gemma":[0.9969877,0.00004270973,0.0001083691,0.0001723117,0.0001489954,0.002539935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00007925358,0.00006036776,0.005398824,0.000440755,0.0003394525,0.655117,0.004902254,0.01136491,0.0002343467,0.0005903925,0.05682302,0.2646494],"study_design_scores_gemma":[0.0003331062,0.0002043839,0.01314834,0.000154221,0.00005353963,0.899991,0.0001048748,0.0009051985,0.00002382139,0.0003577517,0.08438677,0.0003369965],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905854,0.004057934,0.00002471044,0.004115303,0.0003158106,0.00006692877,0.000001990105,0.00003758251,0.0007943498],"genre_scores_gemma":[0.9971349,0.0005053279,0.0005856149,0.0001026943,0.0009609656,0.000002086277,0.00000420094,0.00007372166,0.0006305257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2643124,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005463705256415524,"score_gpt":0.1810397360717249,"score_spread":0.1755760308153094,"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."}}