{"id":"W3097164936","doi":"10.1002/ase.2029","title":"Correlating Spatial Ability With Anatomy Assessment Performance: A Meta‐Analysis","year":2020,"lang":"en","type":"review","venue":"Anatomical Sciences Education","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Spatial ability; Test (biology); Disadvantage; Curriculum; Aptitude; Psychology; Meta-analysis; Spatial learning; Field (mathematics); Medical education; Applied psychology; Medicine; Computer science; Developmental psychology; Pathology; Cognition; Artificial intelligence; Pedagogy; Biology; Ecology; Mathematics","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":[0.01799972,0.002727483,0.01229399,0.005480935,0.0008487987,0.004272571,0.002394921,0.002468159,0.003391097],"category_scores_gemma":[0.04463528,0.001503508,0.04584181,0.008019498,0.0007520022,0.001966663,0.001709768,0.002058092,0.000438161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001667186,"about_ca_system_score_gemma":0.002491601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006180998,"about_ca_topic_score_gemma":0.01287678,"domain_scores_codex":[0.9874507,0.006019514,0.003459136,0.001555891,0.001130979,0.0003837593],"domain_scores_gemma":[0.9630396,0.02865075,0.003992185,0.001786414,0.002144605,0.0003863692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002196649,0.00004531633,0.01647952,0.09842825,0.8746624,0.0001688598,0.000125574,0.000501145,0.0002620772,0.0001012756,0.0003845326,0.006644416],"study_design_scores_gemma":[0.0003318925,0.000207182,0.007501057,0.005860973,0.9849491,0.00006733173,0.00004708436,0.0001950645,0.0001042964,0.0001210017,0.0005978083,0.00001727842],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03284302,0.9620979,0.002192742,0.0004043512,0.0002557786,0.0004348506,0.001138655,0.00008162477,0.0005511398],"genre_scores_gemma":[0.5694097,0.4176496,0.006524827,0.001000673,0.0003936551,0.002109729,0.002086501,0.0001016036,0.0007237422],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01799972,"threshold_uncertainty_score":0.09519279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04530270502276457,"score_gpt":0.3655272031116912,"score_spread":0.3202244980889266,"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."}}