{"id":"W4399238455","doi":"10.1111/jep.14023","title":"The influence of context on diagnostic reasoning: A narrative synthesis of experimental findings","year":2024,"lang":"en","type":"review","venue":"Journal of Evaluation in Clinical Practice","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Narrative; Context (archaeology); Psychology; Medicine; History; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0352433,0.00152573,0.003480292,0.005166045,0.001348018,0.00408408,0.001933889,0.0015887,0.006947282],"category_scores_gemma":[0.1564118,0.0008711889,0.003383674,0.004197936,0.002918171,0.004241227,0.002372884,0.001931834,0.0004032858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004529302,"about_ca_system_score_gemma":0.004912284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00181841,"about_ca_topic_score_gemma":0.002820831,"domain_scores_codex":[0.9734879,0.01749916,0.004660677,0.001728499,0.002284968,0.0003388456],"domain_scores_gemma":[0.7150495,0.2643667,0.01165197,0.003302058,0.005256631,0.0003732269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005760613,0.001176174,0.00329121,0.6994406,0.009961686,0.0008013632,0.02386208,0.0006863505,0.003301299,0.01071504,0.003123252,0.2378802],"study_design_scores_gemma":[0.003789062,0.01094972,0.02993256,0.7356429,0.06163945,0.001241358,0.03303129,0.001295584,0.01042259,0.02585121,0.08584964,0.0003546278],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09162138,0.8722697,0.010346,0.004587088,0.001340618,0.009223164,0.001337836,0.00008066544,0.009193583],"genre_scores_gemma":[0.4772953,0.4684782,0.0253142,0.00416478,0.000708428,0.02214067,0.000739979,0.00008017751,0.001078256],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0352433,"threshold_uncertainty_score":0.1863865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384235414192977,"score_gpt":0.5515688638123217,"score_spread":0.413145322393024,"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."}}