{"id":"W2137675122","doi":"10.12927/hcpol.2011.22220","title":"Engine or Boat Anchor? The Health Professional Training Establishment in HHR Innovation","year":2011,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Credentialing; Accreditation; Health professions; Business; Training (meteorology); Medical education; Knowledge management; Public relations; Health care; Medicine; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002158612,0.0002187308,0.0003202422,0.0006754049,0.00118489,0.00001229553,0.0002609216,0.0002281639,0.0009154825],"category_scores_gemma":[0.0007602446,0.0001401148,0.00003238518,0.002969665,0.00005655802,0.0002718144,0.00009316431,0.001200232,0.0001517757],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217197,"about_ca_system_score_gemma":0.01824612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341035,"about_ca_topic_score_gemma":0.01118002,"domain_scores_codex":[0.9957265,0.001399,0.00123634,0.0003479905,0.0004107018,0.0008795256],"domain_scores_gemma":[0.9979367,0.0003144545,0.0005549949,0.000388747,0.0006070853,0.0001980299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001282826,0.0004108081,0.0373441,0.0006606224,0.00001820146,0.000004771939,0.3418608,0.000002429446,0.00004690693,0.4509402,0.06559095,0.1018374],"study_design_scores_gemma":[0.002342603,0.0006961562,0.6336362,0.00250774,0.00000591692,0.00001087391,0.1706969,0.0002909472,0.00005845808,0.01594582,0.1732963,0.000512109],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4755835,0.0003411826,0.0003285735,0.500975,0.006415699,0.004289048,0.00009562818,0.0002408213,0.01173057],"genre_scores_gemma":[0.925033,0.00007890136,0.001005087,0.06365345,0.001224394,0.00107893,0.0001291942,0.00003776888,0.007759208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5962921,"threshold_uncertainty_score":0.9999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2133463221288873,"score_gpt":0.5179509920050672,"score_spread":0.30460466987618,"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."}}