{"id":"W4415106470","doi":"10.1001/jamainternmed.2025.4911","title":"Artificial Intelligence and Clinical Care","year":2025,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"","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":[0.009224035,0.0003687592,0.0005761895,0.001862202,0.001723095,0.008788371,0.0008784303,0.004756069,0.01740202],"category_scores_gemma":[0.02537128,0.0002565586,0.0003297363,0.001367636,0.01296458,0.004432789,0.003499608,0.006421458,0.001709318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003774641,"about_ca_system_score_gemma":0.008248575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003149924,"about_ca_topic_score_gemma":0.003789853,"domain_scores_codex":[0.9918724,0.006041408,0.0002798137,0.0003742021,0.00106583,0.000366422],"domain_scores_gemma":[0.9727464,0.01992369,0.001330761,0.001241553,0.001571221,0.003186364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004054794,0.0001921651,0.003905417,0.0003986115,0.00006483065,0.0001920167,0.001141974,0.0009582761,0.0000922436,0.713174,0.1548938,0.124946],"study_design_scores_gemma":[0.00004968888,0.00005719701,0.002696533,0.001059935,0.00001740827,0.0002246176,0.001051944,0.0006996248,0.0000544559,0.7902913,0.2037718,0.00002549049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003992575,0.06851047,0.003986974,0.6651206,0.006187219,0.00004899569,0.00007484586,0.00005727067,0.2520211],"genre_scores_gemma":[0.5192983,0.141639,0.01029431,0.2485608,0.03011439,0.0004035925,0.0002678237,0.0001067083,0.04931521],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01740202,"threshold_uncertainty_score":0.05821556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2074314546911851,"score_gpt":0.5112405420322885,"score_spread":0.3038090873411035,"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."}}