{"id":"W2912960782","doi":"10.1007/s12630-019-01314-x","title":"Neuroanesthesia: A Problem-Based Learning Approach","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Environmental science; Psychology","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":[0.001298328,0.001316846,0.001173611,0.0009468528,0.0005557195,0.001453045,0.00232062,0.002083057,0.007618647],"category_scores_gemma":[0.004426224,0.000520033,0.0009885993,0.0008860134,0.0006687925,0.001168208,0.001735835,0.001973446,0.0006851128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008444766,"about_ca_system_score_gemma":0.001747359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008932508,"about_ca_topic_score_gemma":0.006352015,"domain_scores_codex":[0.9993304,0.0002698866,0.00005237412,0.0001868934,0.0001054617,0.00005501674],"domain_scores_gemma":[0.9961106,0.003291275,0.00009943792,0.000062711,0.0003544066,0.00008159922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001755929,0.0005756065,0.001506693,0.0003032189,0.000111772,0.0001143089,0.000158629,0.7280834,0.0007648888,0.008093317,0.002690247,0.2574224],"study_design_scores_gemma":[0.0000435893,0.00006299238,0.0001303475,0.00001875435,0.00001711162,0.00001828828,0.00004262676,0.9926743,0.0002768165,0.006133397,0.0005769021,0.000004922726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01732908,0.000364217,0.9762877,0.0006154735,0.00004830817,0.0002652488,0.0001140976,0.0004653154,0.004510693],"genre_scores_gemma":[0.2651178,0.0004775544,0.728837,0.0003685034,0.0001427142,0.0008560772,0.0004207443,0.00008152861,0.003698003],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008932508,"threshold_uncertainty_score":0.02548689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217210722333647,"score_gpt":0.2338999414926959,"score_spread":0.2121788692593312,"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."}}