{"id":"W3003651866","doi":"10.1145/3364138.3364158","title":"Artificial intelligence and machine learning","year":2019,"lang":"en","type":"article","venue":"","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Institute of Neurosciences, Mental Health and Addiction; Canadian Institutes of Health Research","keywords":"Health professionals; Scopus; Narrative; Psychology; Medical education; Field (mathematics); Health care; MEDLINE; Artificial intelligence; Computer science; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.006344706,0.0009216035,0.001553256,0.003659069,0.0007835765,0.005291486,0.001482223,0.002339872,0.007623061],"category_scores_gemma":[0.0165733,0.0003046656,0.0007945127,0.004186609,0.005166822,0.004383839,0.00225882,0.002497426,0.00213469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001979944,"about_ca_system_score_gemma":0.002853194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002203479,"about_ca_topic_score_gemma":0.001541752,"domain_scores_codex":[0.9927004,0.003826624,0.0005615538,0.0008453944,0.001857475,0.0002085902],"domain_scores_gemma":[0.9779157,0.01836257,0.0008086687,0.001453765,0.001209606,0.0002496423],"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":[0.00006304529,0.00009336649,0.004999815,0.004746622,0.0004230161,0.0002970498,0.001091916,0.01003869,0.0005228777,0.5180202,0.04836345,0.41134],"study_design_scores_gemma":[0.00002173825,0.00007110278,0.002891444,0.001986471,0.000047671,0.0003002388,0.0006316593,0.009258122,0.0003691852,0.803141,0.1812311,0.00005020456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01368087,0.476809,0.267231,0.05486219,0.003719262,0.0004587838,0.001662768,0.0008597499,0.1807164],"genre_scores_gemma":[0.4018774,0.3404552,0.2047364,0.007732973,0.006440073,0.001219005,0.002789705,0.0002774835,0.03447172],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007623061,"threshold_uncertainty_score":0.03355443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2578563580910643,"score_gpt":0.5184958208301074,"score_spread":0.2606394627390431,"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."}}