{"id":"W1905280112","doi":"10.1016/j.jmir.2015.05.001","title":"An Examination of Supervisory Structures in Canadian Radiation Therapy Departments Using National Phone Interviews","year":2015,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Radiology practices and education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Supervisor; Unit (ring theory); Agency (philosophy); Phone; Work (physics); Process (computing); Psychology; Public relations; Clinical supervision; Business; Political science; Sociology; Psychotherapist; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005635217,0.000371983,0.0003766104,0.004073144,0.01065866,0.002639183,0.002107356,0.0009442848,0.00197604],"category_scores_gemma":[0.02199911,0.0008075994,0.0003047283,0.005267417,0.00225404,0.001150316,0.003270513,0.001833104,0.0002139944],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0445333,"about_ca_system_score_gemma":0.06444055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9533389,"about_ca_topic_score_gemma":0.9838562,"domain_scores_codex":[0.9924785,0.00197798,0.0004462131,0.0004608725,0.002119185,0.002517216],"domain_scores_gemma":[0.9723067,0.007138372,0.003692857,0.0004017695,0.01308372,0.003376639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001397139,0.0001832761,0.4401447,0.000154977,0.00001542367,0.0003392816,0.5441626,0.00008186112,0.001085423,0.0004265252,0.001252509,0.01201375],"study_design_scores_gemma":[0.000005335909,0.00006642057,0.4917821,0.00007835269,0.000006441131,0.00005314466,0.5051397,0.0001457514,0.0001579904,0.00003004492,0.002512957,0.00002176527],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949792,0.00017246,0.0001479819,0.0003591048,0.0000112624,0.0001533341,0.0003270996,0.000004525967,0.003845174],"genre_scores_gemma":[0.9973927,0.0002257739,0.000420505,0.0001944908,0.000004941155,0.0001498405,0.0002034197,0.000003653215,0.001404496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9554667,"threshold_uncertainty_score":0.3231132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1124522141017675,"score_gpt":0.4231407602906556,"score_spread":0.3106885461888881,"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."}}