{"id":"W2012382780","doi":"10.1016/j.jmir.2015.01.053","title":"Interprofessional Collaboration Study in BC Radiation Therapy Departments","year":2015,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Radiation Therapist; Medical physics; Radiation therapy; Medicine; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064443,0.0004031857,0.0007308825,0.002074687,0.00765879,0.002739785,0.001168259,0.001288273,0.006184467],"category_scores_gemma":[0.01586403,0.0005815607,0.000833739,0.002318343,0.001389807,0.002372331,0.00436204,0.002868184,0.0007289262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005868398,"about_ca_system_score_gemma":0.01359397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02902686,"about_ca_topic_score_gemma":0.04662753,"domain_scores_codex":[0.9910557,0.004260876,0.0007794877,0.0006818184,0.0008737927,0.002348269],"domain_scores_gemma":[0.9777309,0.005118811,0.004260133,0.0005966591,0.002991713,0.009301676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00189875,0.0156615,0.8564406,0.0003074062,0.0002439642,0.0007370727,0.1091754,0.0001217066,0.0003747469,0.000493835,0.0009983487,0.01354656],"study_design_scores_gemma":[0.000296095,0.006326825,0.6091735,0.0003646316,0.000127106,0.0005158352,0.3798364,0.0003134161,0.0002292008,0.0004128735,0.002329156,0.00007498408],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991046,0.0001009444,0.00003472322,0.00009941439,0.000007044304,0.00007694129,0.0000405851,0.000001072933,0.0005348289],"genre_scores_gemma":[0.9990122,0.0001086692,0.0000893809,0.0001704249,0.00001028727,0.0001508582,0.00008034379,0.000002273902,0.0003755852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9709731,"threshold_uncertainty_score":0.05771583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03008157099228743,"score_gpt":0.4633210743185243,"score_spread":0.4332395033262368,"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."}}