{"id":"W2980165288","doi":"10.5489/cuaj.5248","title":"Improving access to surgical innovation in the community: Implementation of shared access model in Canadian healthcare.","year":2019,"lang":"en","type":"letter","venue":"PubMed","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Health care; Business; Knowledge management; Process management; Computer science; Economic growth; Economics","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":[0.01052388,0.000377727,0.0007386936,0.0009529777,0.00616193,0.004383196,0.002669746,0.02491431,0.01160697],"category_scores_gemma":[0.06430689,0.000385788,0.0009273664,0.001297863,0.003840497,0.003141153,0.002668897,0.02035235,0.001480835],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05543696,"about_ca_system_score_gemma":0.1807933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9020293,"about_ca_topic_score_gemma":0.9595658,"domain_scores_codex":[0.9903367,0.001675975,0.0006498958,0.0004133864,0.004019879,0.002904199],"domain_scores_gemma":[0.9528012,0.01774012,0.001258673,0.0009349355,0.01502667,0.01223848],"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":[0.00008232267,0.00003894196,0.002920479,0.00008478285,0.00002410315,0.0006477404,0.0003599006,0.0003284755,0.0001403873,0.0142132,0.9548398,0.02631995],"study_design_scores_gemma":[0.0004268376,0.0001488579,0.01594142,0.0008234154,0.00009707572,0.0006281926,0.001776536,0.00395008,0.0005057768,0.02087494,0.9546406,0.0001862888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001219354,0.0008974737,0.0002044506,0.9856695,0.001730236,0.00004281477,0.0002259988,0.00002194984,0.009988224],"genre_scores_gemma":[0.06224755,0.003284668,0.002031105,0.9004083,0.008195082,0.0001657526,0.0004185311,0.00006408794,0.02318488],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.944563,"threshold_uncertainty_score":0.4022251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5828621975271245,"score_gpt":0.4776124396686103,"score_spread":0.1052497578585143,"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."}}