{"id":"W3114749223","doi":"10.21203/rs.3.rs-18173/v1","title":"A Review and Synthesis of TBPCC Evaluation in Canada: Looking Beyond the Quadruple Aim","year":2020,"lang":"en","type":"review","venue":"Research Square (Research Square)","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; BC Innovation Council; University of British Columbia","funders":"Strategic Innovation Fund","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0637593,0.0007355221,0.004375135,0.001630111,0.002083414,0.0000599358,0.002204684,0.0007022885,0.002021856],"category_scores_gemma":[0.02812555,0.0005004255,0.0004432842,0.005703407,0.0006057323,0.0002589424,0.002200553,0.01087973,0.0003057103],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01510525,"about_ca_system_score_gemma":0.1367701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7183472,"about_ca_topic_score_gemma":0.7978184,"domain_scores_codex":[0.9399949,0.04479787,0.003247696,0.001480223,0.007056036,0.003423277],"domain_scores_gemma":[0.9437171,0.04844938,0.0007876008,0.002080157,0.004013284,0.0009524373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002711664,0.00005407344,0.000419894,0.2697949,0.00009913868,0.00004712123,0.0004773651,2.566051e-7,1.437729e-7,0.0003948436,0.1560864,0.5725986],"study_design_scores_gemma":[0.0004009074,0.0001572388,0.0004802819,0.09303874,0.0003229851,0.000007097497,0.002328748,0.00005048736,4.204989e-7,0.0003862497,0.9024665,0.000360382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000193484,0.9530282,0.000002255096,0.02062246,0.0002354977,0.01746672,0.0005186058,0.00003408251,0.008072828],"genre_scores_gemma":[0.0003011837,0.987432,0.00002664385,0.001823675,0.0004349005,0.009244566,0.0001893912,0.0001654632,0.0003821536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.74638,"threshold_uncertainty_score":0.9997447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3249447428328572,"score_gpt":0.5871968368544509,"score_spread":0.2622520940215937,"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."}}