{"id":"W4411370131","doi":"10.1016/j.jht.2025.04.019","title":"Development of a web-based application for initial hand evaluation and 3D scanning: A pilot feasibility and validity study","year":2025,"lang":"en","type":"article","venue":"Journal of Hand Therapy","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre; Western University; St Joseph's Health Care","funders":"Canadian Institutes of Health Research; Mitacs","keywords":"3d scanning; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02308331,0.0009718076,0.0007210421,0.001223318,0.0006839302,0.001102781,0.001090806,0.001154065,0.003431647],"category_scores_gemma":[0.02986132,0.0005189998,0.001151619,0.000409368,0.001062905,0.001548361,0.001331146,0.0008872637,0.001289098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006003627,"about_ca_system_score_gemma":0.002368515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009149397,"about_ca_topic_score_gemma":0.001426111,"domain_scores_codex":[0.9908898,0.00506222,0.0007606883,0.0006619085,0.002182635,0.0004426061],"domain_scores_gemma":[0.9763988,0.01345666,0.001054719,0.001492947,0.006693547,0.000903379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009106238,0.08272544,0.3874797,0.004081767,0.0004957503,0.004153854,0.01957235,0.002540071,0.05909753,0.001401691,0.004962552,0.424383],"study_design_scores_gemma":[0.006743951,0.2803481,0.5945359,0.00174742,0.0009295932,0.005705032,0.01438402,0.02765781,0.03973245,0.001166846,0.02667796,0.0003709654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537603,0.0001718581,0.019571,0.0002133523,0.00007584701,0.02360218,0.0003130353,0.0001930413,0.002099418],"genre_scores_gemma":[0.8704133,0.000440436,0.09819905,0.0005044909,0.00007077711,0.02759241,0.0007261555,0.00009516393,0.001958143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02308331,"threshold_uncertainty_score":0.1220777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155039737349759,"score_gpt":0.412202983083993,"score_spread":0.2966990093490171,"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."}}