{"id":"W4402950018","doi":"10.1007/978-3-031-72837-2_2","title":"Healthcare Professionals, AIs, Tools and Persons","year":2024,"lang":"en","type":"book-chapter","venue":"˜The œInternational library of ethics, law and technology","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Health professionals; Health care; Psychology; Business; Nursing; Medicine; Political science; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002282196,0.0001939537,0.0003135266,0.0002684999,0.0001670925,0.00004010855,0.0002071732,0.001060233,0.0003138518],"category_scores_gemma":[0.00005947034,0.0001454139,0.00006836712,0.0000516731,0.0009361107,0.0001371874,0.0002343003,0.001844862,0.000032138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002749416,"about_ca_system_score_gemma":0.0004945361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002006419,"about_ca_topic_score_gemma":0.0002583803,"domain_scores_codex":[0.9987263,0.00001627523,0.0004445596,0.0003655682,0.0002928634,0.0001544163],"domain_scores_gemma":[0.9988249,0.000470357,0.0001667385,0.0002608181,0.0001951195,0.00008205902],"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":[0.00004179001,0.00002159312,0.0002976793,0.00045003,0.0001070872,0.00001620985,0.0004568793,2.699467e-8,0.00003281043,0.9867281,0.00398057,0.007867227],"study_design_scores_gemma":[0.00002835203,0.0001437419,0.00002822685,0.0009643495,0.00004483207,0.0001068804,0.000537106,0.00001925062,0.0003952524,0.5023895,0.4952473,0.00009518538],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001251642,0.01716353,0.000009360694,0.6958065,0.001593423,0.0005785871,0.0004021158,0.0002016285,0.2829932],"genre_scores_gemma":[0.4001519,0.007005911,0.0005596819,0.01682355,0.001034746,0.0000513107,0.000557034,0.00009636548,0.5737195],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.678983,"threshold_uncertainty_score":0.8177485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202739290842035,"score_gpt":0.3919483007438087,"score_spread":0.2716743716596052,"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."}}