{"id":"W3174568830","doi":"10.4103/amhs.amhs_106_21","title":"The Unexplored Value of “Normal”","year":2021,"lang":"en","type":"article","venue":"Archives of Medicine and Health Sciences","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Categorization; Value (mathematics); Perception; Health care; Medical education; Cognitive psychology; Applied psychology; Epistemology; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001038579,0.00005104782,0.0002905833,0.00004579137,0.0001636292,0.000002692342,0.00008001746,0.00001363774,0.00001458444],"category_scores_gemma":[0.00942829,0.00002587209,0.00003710279,0.0002038803,0.002070734,0.00001689558,0.0000418802,0.0000820092,3.870902e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001929668,"about_ca_system_score_gemma":0.0004882553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003768762,"about_ca_topic_score_gemma":0.00004059186,"domain_scores_codex":[0.9989629,0.00005981174,0.0003801867,0.0001416732,0.0002834002,0.0001720296],"domain_scores_gemma":[0.9902173,0.009274802,0.0001501869,0.0001436691,0.00003916416,0.0001748396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001659437,0.0002465892,0.171579,0.0004224676,0.0000547189,0.00002024261,0.007995402,0.00001097895,0.0008914864,0.1560873,0.006957009,0.6555688],"study_design_scores_gemma":[0.003422071,0.005056686,0.9268986,0.009154217,0.00007204222,0.0001095114,0.01346036,0.0009910258,0.001512677,0.03018923,0.00904006,0.00009352705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5511553,0.04661411,0.0001996918,0.3596044,0.0003516911,0.0002436348,0.00000405256,0.00001590814,0.04181119],"genre_scores_gemma":[0.969255,0.0250666,0.002134875,0.003194586,0.0001120345,0.000002441756,0.000003155706,0.000002499386,0.0002288395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7553196,"threshold_uncertainty_score":0.9989157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09164391425160429,"score_gpt":0.4306734100594784,"score_spread":0.3390294958078741,"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."}}