{"id":"W3170246083","doi":"10.21203/rs.3.rs-553164/v1","title":"What is the Value and Impact of the Adaptation Process on Quality Indicators for Local Use? A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Research Square","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada","funders":"West China Hospital, Sichuan University; Health Commission of Sichuan Province; Sichuan University; Department of Science and Technology of Sichuan Province; China Postdoctoral Science Foundation","keywords":"Adaptation (eye); Value (mathematics); Process (computing); Quality (philosophy); Process management; Computer science; Business; Psychology; Epistemology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2381482,0.001716235,0.007903032,0.03173053,0.002422311,0.01727279,0.004790293,0.004570557,0.002805686],"category_scores_gemma":[0.5420604,0.002070519,0.007623263,0.03843878,0.005277067,0.0177963,0.006021815,0.004829932,0.0005337165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02243058,"about_ca_system_score_gemma":0.0503665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01331036,"about_ca_topic_score_gemma":0.01726267,"domain_scores_codex":[0.7850276,0.1295415,0.04798687,0.005477143,0.02981767,0.002149341],"domain_scores_gemma":[0.350304,0.5375972,0.04369442,0.008298519,0.05827584,0.001829937],"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":[0.000236045,0.0001065936,0.005950583,0.6710936,0.003772641,0.0001672576,0.00685176,0.0006066535,0.0001765415,0.004733744,0.002847663,0.3034569],"study_design_scores_gemma":[0.00005026173,0.0001197702,0.004151534,0.9726856,0.005510421,0.0001352831,0.00320631,0.0003256621,0.0001870721,0.001136242,0.01243779,0.00005396346],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004775326,0.9819016,0.001834817,0.006964135,0.0006351108,0.001151887,0.0002336776,0.0000231351,0.00248028],"genre_scores_gemma":[0.06977895,0.9182419,0.005887838,0.002203852,0.0004033842,0.003014782,0.0002754222,0.00002517963,0.0001686864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2381482,"threshold_uncertainty_score":0.9394989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4929583013698209,"score_gpt":0.6842925431234065,"score_spread":0.1913342417535855,"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."}}