{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000541717,0.0007446237,0.0003559999,0.001100745,0.000831919,0.002410884,0.0007775049,0.001069802,0.6181698],"category_scores_gemma":[0.002350088,0.0002654813,0.0002451562,0.0008587427,0.0003387159,0.001893044,0.001334935,0.0007347731,0.2912322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003870862,"about_ca_system_score_gemma":0.0006289755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080585,"about_ca_topic_score_gemma":0.002620752,"domain_scores_codex":[0.9995389,0.00004856468,0.0000208,0.00004949265,0.0002978459,0.00004427523],"domain_scores_gemma":[0.9989281,0.0002439747,0.00006051026,0.0001634008,0.0003014419,0.0003026289],"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":[0.0001588837,0.00009835081,0.0002332485,0.0001012023,0.000002678033,0.0001000617,0.0000341206,0.0001441969,0.002541722,0.004873094,0.7147053,0.2770072],"study_design_scores_gemma":[0.00001583328,0.00003696811,0.0007162541,0.00002387348,0.000002085549,0.000144291,0.00002976702,0.0002287113,0.0005807424,0.001327475,0.9968883,0.000005656892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004215041,0.003003407,0.00977083,0.00426213,0.006506982,0.0001894488,0.001535001,0.005852038,0.9646652],"genre_scores_gemma":[0.007779585,0.0008419445,0.002872735,0.0005167522,0.0007278429,0.00003468313,0.0005620517,0.0002530796,0.9864113],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6181698,"threshold_uncertainty_score":0.5446343,"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."}}