{"id":"W2405477931","doi":"10.2310/8000.2014.141491","title":"The arithmetic of gestalt","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Daughter; Triage; Medicine; Clothing; Patrolling; Medical emergency; Law","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":[0.001364277,0.0007089346,0.0005176293,0.001864858,0.001288577,0.006253044,0.001047328,0.001280249,0.01715919],"category_scores_gemma":[0.01287789,0.0004155269,0.0008320414,0.001160391,0.01084398,0.00875248,0.003126184,0.001672104,0.002485056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001608517,"about_ca_system_score_gemma":0.001410711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003950657,"about_ca_topic_score_gemma":0.001805849,"domain_scores_codex":[0.9985353,0.0005862418,0.0001074421,0.0003193941,0.0003522891,0.00009927165],"domain_scores_gemma":[0.9975788,0.001078748,0.0002076822,0.0005449691,0.0004275858,0.0001622417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003929178,0.000004471216,0.0002933092,0.00003686945,0.00001141925,0.00003892196,0.0002885345,0.001360256,0.0002921242,0.974218,0.001707681,0.02170928],"study_design_scores_gemma":[0.000009174325,0.00001780176,0.0004683781,0.000031408,0.000009891386,0.00008006213,0.0001448956,0.003383006,0.0002501633,0.9800575,0.01553148,0.00001637973],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0534034,0.01342798,0.4392221,0.01343118,0.001922183,0.00008969746,0.0005335886,0.0009263202,0.4770435],"genre_scores_gemma":[0.8542327,0.00346603,0.102798,0.001032314,0.0007834525,0.0001512585,0.0003058687,0.000232436,0.03699773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01715919,"threshold_uncertainty_score":0.05740321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.070938732583288,"score_gpt":0.3708664890610505,"score_spread":0.2999277564777625,"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."}}