{"id":"W4386636633","doi":"10.1186/s12998-023-00505-0","title":"Can self-assessment and augmented feedback improve performance and learning retention in manual therapy: results from an experimental study","year":2023,"lang":"en","type":"article","venue":"Chiropractic & Manual Therapies","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Chiropractic; Medicine; Session (web analytics); Visual feedback; Physical therapy; Knowledge of results; Randomized controlled trial; Test (biology); Set (abstract data type); Physical medicine and rehabilitation; Spinal manipulation; Computer science; Surgery; Artificial intelligence; Alternative 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":[0.003735903,0.0004770692,0.0007408913,0.0003678924,0.0002813264,0.0005115867,0.0008445474,0.0008270394,0.003662013],"category_scores_gemma":[0.008650833,0.0002890266,0.0005081061,0.0001778119,0.0007797558,0.0006504941,0.0005943986,0.0006667264,0.0004616441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002949875,"about_ca_system_score_gemma":0.0004615119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004795746,"about_ca_topic_score_gemma":0.0005177179,"domain_scores_codex":[0.9980873,0.0008024247,0.0001683915,0.0003162092,0.0004171783,0.0002084997],"domain_scores_gemma":[0.9935067,0.004141324,0.0009120498,0.0005353402,0.0003222973,0.0005823679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1184011,0.5100203,0.04480616,0.002095443,0.0008201103,0.0002564816,0.008231965,0.001538888,0.09298586,0.0002679274,0.0005398064,0.2200359],"study_design_scores_gemma":[0.01036682,0.798129,0.1589692,0.0001346206,0.0005403334,0.0002144922,0.0008870593,0.003014186,0.02613035,0.0002175751,0.001313606,0.00008278974],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995283,0.00003902866,0.0001572397,0.000008418295,0.000005862754,0.0001017822,0.00001005602,0.000003594393,0.0001456806],"genre_scores_gemma":[0.9975469,0.0001052574,0.001164725,0.00003530445,0.00002557756,0.0003668933,0.00005266787,0.000005764904,0.0006970278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003735903,"threshold_uncertainty_score":0.01975757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500167478076609,"score_gpt":0.3438165631409439,"score_spread":0.3188148883601778,"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."}}