{"id":"W4399329336","doi":"10.1057/s41285-024-00208-3","title":"Beyond experiential knowledge: a classification of patient knowledge","year":2024,"lang":"en","type":"article","venue":"Social Theory & Health","topic":"Empathy and Medical Education","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Experiential knowledge; Experiential learning; Knowledge management; Psychology; Computer science; Epistemology; Mathematics education; Philosophy","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":[0.009560605,0.0003898766,0.0004679546,0.005407287,0.001247021,0.005730587,0.001163515,0.001646492,0.002151718],"category_scores_gemma":[0.03305849,0.0001531147,0.0007804452,0.004529915,0.009533163,0.00712989,0.005297855,0.00190581,0.0001777907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00313143,"about_ca_system_score_gemma":0.00342405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00162687,"about_ca_topic_score_gemma":0.001127261,"domain_scores_codex":[0.9864933,0.007972949,0.001258337,0.0006245513,0.002998368,0.0006524533],"domain_scores_gemma":[0.9711128,0.02222045,0.002681096,0.001104852,0.002130407,0.0007503822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002548049,0.0001982998,0.05730905,0.008035113,0.0002885122,0.001673777,0.2289229,0.0006794707,0.0009022771,0.3159061,0.005396706,0.380433],"study_design_scores_gemma":[0.00006652466,0.0006840825,0.06984437,0.02578818,0.0004308106,0.008157016,0.3550199,0.002111696,0.001991599,0.3028149,0.2329095,0.0001814666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5297081,0.1686878,0.05844889,0.04807763,0.0009865862,0.001053759,0.001051246,0.00006885699,0.1919171],"genre_scores_gemma":[0.9714845,0.02088788,0.004307893,0.001308754,0.0001414196,0.0002245699,0.0002740515,0.000007930108,0.001363116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009560605,"threshold_uncertainty_score":0.0505619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03120705482191347,"score_gpt":0.3955197139651493,"score_spread":0.3643126591432358,"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."}}