{"id":"W1235995046","doi":"","title":"Visuospatial Abilities Relevant to Learning Psychomotor Skills in Surgery","year":2002,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychomotor learning; Psychology; Cognitive psychology; Medicine; Physical medicine and rehabilitation; Audiology; Neuroscience; Cognition","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":[],"consensus_categories":[],"category_scores_codex":[0.0004444789,0.0004454988,0.0001348947,0.0008850161,0.0002418283,0.0006480601,0.0003349872,0.0003301285,0.003661147],"category_scores_gemma":[0.003760055,0.0001355499,0.0001109731,0.0003246568,0.0004499897,0.00050205,0.000534841,0.0004184814,0.0004124073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003056775,"about_ca_system_score_gemma":0.0005451875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004658549,"about_ca_topic_score_gemma":0.005369274,"domain_scores_codex":[0.9998444,0.00002174621,0.00001585351,0.00002502583,0.00006071225,0.00003229882],"domain_scores_gemma":[0.9988151,0.0004529466,0.0003335077,0.00006115032,0.0001482255,0.0001890915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003739913,0.005422236,0.5177667,0.000635559,0.0001803318,0.004437858,0.003780403,0.007084931,0.09167095,0.002715298,0.004891976,0.3576739],"study_design_scores_gemma":[0.00003603708,0.0007534881,0.9886689,0.00005522621,0.00003290953,0.0007960671,0.0005657686,0.0007195143,0.004724857,0.001868938,0.001764811,0.00001357551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930803,0.0003024026,0.0002452112,0.0001032766,0.00001182009,0.00001399313,0.00007222938,0.00001649716,0.006154331],"genre_scores_gemma":[0.9963809,0.0004641533,0.0004747459,0.00006013269,0.00001167798,0.00002230957,0.0001421327,0.000004575529,0.002439469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004658549,"threshold_uncertainty_score":0.0122478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0657157897082692,"score_gpt":0.3651587551346308,"score_spread":0.2994429654263616,"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."}}