{"id":"W2128497761","doi":"10.12927/hcq..16479","title":"Private Management of a Public Service: What Can Be Learned from the CROS Experience?","year":2003,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Canadian Armed Forces","funders":"","keywords":"Radiation oncology; Referral; Private practice; Medicine; Service (business); Family medicine; Business; Private sector; General surgery; Radiation therapy; Political science; Surgery; Marketing","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":[0.01245699,0.0003244829,0.000512755,0.0008329215,0.007418922,0.01294737,0.001937191,0.005002111,0.01507547],"category_scores_gemma":[0.03666957,0.0004663313,0.0003839226,0.001932328,0.005714952,0.0161387,0.005054758,0.006311965,0.001215174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009769289,"about_ca_system_score_gemma":0.02104515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04536526,"about_ca_topic_score_gemma":0.1724439,"domain_scores_codex":[0.9891819,0.005094584,0.0003981064,0.000538449,0.002072706,0.00271423],"domain_scores_gemma":[0.9498106,0.01171049,0.003992322,0.001031012,0.006957171,0.02649826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003930693,0.001643059,0.1121629,0.002160442,0.00008895982,0.006898482,0.1807317,0.0002522287,0.0004550467,0.02330698,0.3563244,0.3155826],"study_design_scores_gemma":[0.00009161679,0.0006179785,0.05529235,0.004057153,0.00006068635,0.006545515,0.561286,0.0004147056,0.0002102811,0.007644579,0.3636137,0.0001654458],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1588892,0.0186576,0.0007855531,0.7787082,0.003714574,0.00007333852,0.0002488332,0.00004325161,0.03887956],"genre_scores_gemma":[0.8534706,0.03665678,0.001393044,0.08972122,0.002336803,0.0001382592,0.0003687033,0.0001159233,0.01579869],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04536526,"threshold_uncertainty_score":0.09020245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06492630453851558,"score_gpt":0.3367157004759147,"score_spread":0.2717893959373991,"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."}}