{"id":"W4365999825","doi":"10.15453/2168-6408.2043","title":"Novice and Expert Observer Accuracy of the Threshold Wheelchair Skill: A Pilot Eye-Tracking Study","year":2023,"lang":"en","type":"article","venue":"The Open Journal of Occupational Therapy","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Wheelchair; Physical medicine and rehabilitation; Occupational therapy; Psychology; Eye tracking; Dreyfus model of skill acquisition; Observer (physics); Exploratory research; Physical therapy; Audiology; Computer science; Artificial intelligence; Medicine","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":[0.003093053,0.0003602329,0.0003632081,0.00067207,0.0002578094,0.0004433868,0.0003832273,0.000589379,0.002229349],"category_scores_gemma":[0.01638137,0.0002137179,0.0003135294,0.0001864715,0.0004394215,0.0005555122,0.0007494875,0.0003827669,0.0007319511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002396892,"about_ca_system_score_gemma":0.0001885326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001509864,"about_ca_topic_score_gemma":0.002134894,"domain_scores_codex":[0.9977234,0.000703518,0.0002789982,0.0004625435,0.0006353328,0.0001960853],"domain_scores_gemma":[0.9805568,0.009480825,0.002564143,0.002093652,0.003844209,0.001460342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007139386,0.004986914,0.9004613,0.0002213066,0.0002719359,0.0006352563,0.009612533,0.0007114309,0.04121755,0.00006371508,0.0004240021,0.03425473],"study_design_scores_gemma":[0.0001101204,0.008243219,0.9854653,0.00001011817,0.00004120806,0.0004705731,0.0008990223,0.001139866,0.003301222,0.00003501227,0.0002616955,0.00002258317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989976,0.00001872701,0.000550908,0.000003954387,0.00000348007,0.00005113783,0.00004391832,0.000005883743,0.0003244336],"genre_scores_gemma":[0.9991725,0.00001235469,0.0004058575,0.00001045758,0.00000554889,0.0000359549,0.00006984826,0.000004209846,0.0002831713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003093053,"threshold_uncertainty_score":0.01635778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3157629081373858,"score_gpt":0.519778566310707,"score_spread":0.2040156581733212,"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."}}