{"id":"W4298289238","doi":"","title":"Doctors of osteopathic medicine (DO): a Canadian perspective","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Perspective (graphical); Osteopathic medicine in the United States; Medicine; Alternative medicine; Family medicine; Psychology; Medical education; Computer science; Pathology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001825587,0.0002912625,0.00106799,0.001427665,0.000160621,0.0001106527,0.0008815408,0.0001584052,0.01062205],"category_scores_gemma":[0.002363842,0.0002202465,0.0002663362,0.001107504,0.000423464,0.0006238634,0.0001642997,0.0004177382,0.00001314996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002576158,"about_ca_system_score_gemma":0.0004527974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1525165,"about_ca_topic_score_gemma":0.01320628,"domain_scores_codex":[0.9971823,0.000310148,0.0009324075,0.0004200394,0.0007734154,0.0003817125],"domain_scores_gemma":[0.9968315,0.0003978815,0.0006202702,0.0005321805,0.0009864297,0.0006317565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004106007,0.0004619948,0.8519149,0.0008588504,0.0004567899,0.00002967823,0.004221281,0.00005215768,0.07717683,0.005279619,0.02945138,0.02968588],"study_design_scores_gemma":[0.001458156,0.0001742936,0.971959,0.001385049,0.0002136697,0.00001598164,0.001977999,0.00007253218,0.001048654,0.01573324,0.005709362,0.0002520654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.929108,0.01575712,0.0001338444,0.002717416,0.0005508577,0.0008685034,0.00002127794,0.00002139612,0.05082155],"genre_scores_gemma":[0.9965284,0.002244764,0.0001195642,0.0004802704,0.000247976,0.00002301815,0.00001378776,0.0000446353,0.0002975691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1393102,"threshold_uncertainty_score":0.9902824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362652297368031,"score_gpt":0.5514027826216792,"score_spread":0.4151375528848761,"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."}}