{"id":"W2037265653","doi":"10.1515/dx-2013-0031","title":"The current and ideal state of anatomic pathology patient safety","year":2014,"lang":"en","type":"article","venue":"Diagnosis","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Pathology; Process (computing); Cognition; Medicine; Ideal (ethics); Psychology; Medical physics; Cognitive science; Neuroscience; Computer science; 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":[0.05872236,0.0005163313,0.0007646803,0.00221156,0.003808914,0.01464779,0.004992767,0.00757098,0.005358158],"category_scores_gemma":[0.05649978,0.0005574535,0.0006684526,0.001069295,0.02517158,0.02334243,0.00556023,0.008067889,0.001505165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007398986,"about_ca_system_score_gemma":0.01402713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699169,"about_ca_topic_score_gemma":0.00242857,"domain_scores_codex":[0.9644868,0.01115778,0.003347161,0.005218873,0.01351228,0.002277006],"domain_scores_gemma":[0.9234307,0.02711323,0.007831301,0.008818438,0.02536799,0.007438372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002176354,0.0002367123,0.005609294,0.0008253055,0.00005896811,0.0001829986,0.003013161,0.002961216,0.001045266,0.8920146,0.02498464,0.06885014],"study_design_scores_gemma":[0.00006151943,0.0004378473,0.005023493,0.00151388,0.00003981068,0.0008210691,0.005092534,0.007397294,0.001277724,0.8563207,0.1217889,0.0002252864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07843156,0.02602953,0.1376586,0.5841424,0.004621299,0.0001515816,0.0006217033,0.0007781229,0.1675652],"genre_scores_gemma":[0.9155576,0.006577263,0.05179708,0.01935294,0.001865871,0.0002335917,0.0002877076,0.00007247174,0.004255489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05872236,"threshold_uncertainty_score":0.3105572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171050785240361,"score_gpt":0.3437063947586195,"score_spread":0.3219958869062158,"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."}}