{"id":"W4239407918","doi":"10.2196/preprints.17017","title":"Video Game–Based Rehabilitation Approach for Individuals Who Have Undergone Upper Limb Amputation: Case-Control Study (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Rehabilitation; Physical medicine and rehabilitation; Psychology; Amputation; Physical therapy; Upper limb; Video game; Medicine; Computer science; Multimedia","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":[0.0004849963,0.0004283924,0.0005240476,0.0008198751,0.001164166,0.0007351621,0.0003679158,0.001151884,0.00385881],"category_scores_gemma":[0.001467382,0.0004070831,0.0008022563,0.0007402925,0.000442369,0.0003881538,0.000382199,0.0005401666,0.0004690988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005156469,"about_ca_system_score_gemma":0.0004781819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007621437,"about_ca_topic_score_gemma":0.007437136,"domain_scores_codex":[0.9995847,0.00009169677,0.00006475806,0.0001054005,0.00006551004,0.00008795891],"domain_scores_gemma":[0.9995223,0.0001350706,0.0001404716,0.00003591803,0.00006866726,0.00009753994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002155356,0.01037534,0.9514133,0.0004602082,0.0003244712,0.0175766,0.003153756,0.00005730665,0.001831465,0.0001919398,0.001206342,0.01125394],"study_design_scores_gemma":[0.0004033825,0.01141489,0.9642574,0.0001078791,0.0003105497,0.01655101,0.004211008,0.0003799064,0.0003698022,0.00007731121,0.001870491,0.00004642397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989095,0.0003133428,0.00009420377,0.00003701167,0.00001602973,0.000111119,0.00004723204,0.000002287239,0.0004692032],"genre_scores_gemma":[0.9986103,0.0003400768,0.0001323176,0.0001232487,0.00004248774,0.00009896205,0.0001051927,0.000001908077,0.0005455188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007621437,"threshold_uncertainty_score":0.01515412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221673777559903,"score_gpt":0.3055195440227059,"score_spread":0.2833521662667156,"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."}}