{"id":"W2016087406","doi":"10.12927/hcpol.2014.23773","title":"A Scoping Review of Appropriateness of Care Research Activity in Canada from a Health System-Level Perspective","year":2014,"lang":"en","type":"review","venue":"Healthcare policy","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research; Canadian Institute for Health Information; Sinai Health System","funders":"","keywords":"Perspective (graphical); Gerontology; Psychology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02735168,0.0005350382,0.0114516,0.001639832,0.00018571,0.00002057498,0.0008570925,0.000416764,0.00003323304],"category_scores_gemma":[0.008497146,0.0006289683,0.0004649789,0.001664982,0.0001157615,0.0001459733,0.0002207798,0.001075793,0.0000764811],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03734988,"about_ca_system_score_gemma":0.08133102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9977071,"about_ca_topic_score_gemma":0.9566734,"domain_scores_codex":[0.978763,0.007432104,0.01086789,0.00131464,0.0004834091,0.001138948],"domain_scores_gemma":[0.9825285,0.00362855,0.01086965,0.001649495,0.0008156633,0.0005081203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000006398268,0.00002603846,0.0002260145,0.9351458,0.0000652996,0.000001140014,0.0015199,0.000001418203,2.497359e-9,0.03358689,0.0004927734,0.02892836],"study_design_scores_gemma":[0.000344301,0.0001135487,0.0003361478,0.9514458,0.00001822015,0.000005373992,0.003442831,0.00002636183,1.385781e-7,0.00039693,0.0434148,0.0004555024],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004629896,0.9673406,0.00005715562,0.016915,0.0004041694,0.007065092,0.007572955,0.00001810547,0.0005805786],"genre_scores_gemma":[0.002626057,0.9933101,0.0003005586,0.001975384,0.0005704542,0.0009326721,0.0001630775,0.0001055613,0.00001613997],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04398114,"threshold_uncertainty_score":0.9998547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7192806424184937,"score_gpt":0.6033410212006264,"score_spread":0.1159396212178673,"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."}}