{"id":"W4247660942","doi":"10.5489/cuaj.5305","title":"McGill University Health Centre (MUHC)","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009290405,0.001166194,0.0009050291,0.002457893,0.005364052,0.003932059,0.003493483,0.003499349,0.5442163],"category_scores_gemma":[0.007381307,0.001236431,0.0006941106,0.001969097,0.002195148,0.001588766,0.003140052,0.002367593,0.06985972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01891798,"about_ca_system_score_gemma":0.05232323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6083451,"about_ca_topic_score_gemma":0.9092972,"domain_scores_codex":[0.9965482,0.0003542493,0.0001803032,0.0006509818,0.001171088,0.001095157],"domain_scores_gemma":[0.9866874,0.001197402,0.0005346524,0.0004708647,0.003376198,0.007733448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004898842,0.0003360424,0.01374568,0.0006610153,0.00006526152,0.001706512,0.0008119484,0.0002199738,0.00195766,0.0060178,0.8382928,0.1356954],"study_design_scores_gemma":[0.0003981157,0.0004785377,0.1570282,0.001269202,0.00006793856,0.001320492,0.002377408,0.0006464644,0.001616582,0.002022254,0.8325564,0.0002185025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06762654,0.01023384,0.001938599,0.12968,0.008014733,0.001585848,0.05552138,0.002908104,0.722491],"genre_scores_gemma":[0.07572,0.002729805,0.003688851,0.01506862,0.0009088018,0.0004659815,0.002958518,0.0005737059,0.8978856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6083451,"threshold_uncertainty_score":0.7879229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012934842881669,"score_gpt":0.3972973928522984,"score_spread":0.2960039085641314,"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."}}