{"id":"W6904185887","doi":"10.1371/journal.pdig.0000597.s004","title":"Quality appraisal.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accountability; Multidisciplinary approach; Inclusion (mineral); Thematic analysis; Health care; MEDLINE; Social determinants of health; Social accounting; Equity (law)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1171229,0.003635468,0.01037584,0.02951094,0.003148484,0.01768335,0.01079193,0.005371198,0.2934629],"category_scores_gemma":[0.3948215,0.002619246,0.009544652,0.03320139,0.004041794,0.009517162,0.008178564,0.007279874,0.06880345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02206164,"about_ca_system_score_gemma":0.09978511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01345135,"about_ca_topic_score_gemma":0.009202193,"domain_scores_codex":[0.7774437,0.08411062,0.07601113,0.01417568,0.04404479,0.004214152],"domain_scores_gemma":[0.591324,0.09991501,0.04926191,0.04120234,0.2124275,0.005869091],"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":[0.000895127,0.00007729074,0.0008043464,0.2685864,0.001295425,0.00009072081,0.0008127078,0.0003732662,0.0001585626,0.01010105,0.5005428,0.2162623],"study_design_scores_gemma":[0.001316899,0.00018735,0.003417069,0.2511097,0.001107537,0.000154865,0.0008008014,0.0004730804,0.0002063011,0.009312065,0.7317832,0.000131068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001730639,0.1481263,0.02919088,0.05494642,0.03619173,0.1978997,0.2900139,0.00556987,0.2363305],"genre_scores_gemma":[0.03221622,0.1549212,0.07709485,0.01662433,0.006267735,0.5256022,0.1200083,0.003930822,0.0633344],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2934629,"threshold_uncertainty_score":0.9817311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0707843126436609,"score_gpt":0.3914342380620117,"score_spread":0.3206499254183508,"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."}}