{"id":"W3217146184","doi":"10.1016/j.resuscitation.2021.11.024","title":"The what, when, how and who of neurocognitive function: The importance of assessment quality and community engagement","year":2021,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Neurocognitive; Function (biology); Quality (philosophy); Cognition; Psychiatry; Epistemology","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":[0.02583753,0.0005190033,0.00192364,0.0008005732,0.01205297,0.009558144,0.002904791,0.07705615,0.005920474],"category_scores_gemma":[0.1144126,0.0008909845,0.001294044,0.0008550802,0.01172789,0.01158127,0.004839235,0.07931609,0.002264183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01117245,"about_ca_system_score_gemma":0.03171146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04276621,"about_ca_topic_score_gemma":0.07421789,"domain_scores_codex":[0.9753925,0.01309111,0.002806179,0.001999472,0.004078814,0.00263185],"domain_scores_gemma":[0.8774551,0.08367669,0.005004267,0.002312435,0.01293442,0.01861709],"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":[0.0001295253,0.0001701555,0.008681014,0.0001830252,0.00006157818,0.002639404,0.004223661,0.0001138383,0.0002789522,0.01920467,0.9218504,0.04246387],"study_design_scores_gemma":[0.0003304683,0.0002177883,0.01252997,0.003520657,0.0001242095,0.004432257,0.02244298,0.001901565,0.0004076321,0.0887794,0.8648592,0.0004538427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003930085,0.0003565481,0.00003678782,0.9972599,0.001176642,0.000003396849,0.000006896898,0.000002610144,0.000764159],"genre_scores_gemma":[0.01273511,0.0008961289,0.0003276922,0.9742712,0.01025041,0.00004556255,0.00001100963,0.00001583566,0.001447047],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07705615,"threshold_uncertainty_score":0.1366435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0718734521836025,"score_gpt":0.3384459032290872,"score_spread":0.2665724510454848,"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."}}