{"id":"W4412746993","doi":"10.5014/ajot.2025.79s2-po34","title":"Impact of Hands-On Learning of Physical Agent Modalities in an OT Graduate Curriculum: A Pilot Study","year":2025,"lang":"en","type":"article","venue":"American Journal of Occupational Therapy","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Clair College","funders":"","keywords":"Modalities; Curriculum; Medical education; Occupational therapy; Psychology; Treatment modality; Medicine; Physical therapy; Physical medicine and rehabilitation; Pedagogy; Sociology; Surgery","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":[0.004337925,0.0007179275,0.0009736323,0.0009162373,0.001244263,0.001109616,0.0008121894,0.0008735128,0.004440657],"category_scores_gemma":[0.008020821,0.0004746362,0.000830948,0.0004545865,0.0009025791,0.0007780126,0.001387575,0.00206797,0.0009852354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104929,"about_ca_system_score_gemma":0.002621627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002239072,"about_ca_topic_score_gemma":0.004168043,"domain_scores_codex":[0.9981122,0.0005144236,0.0001386127,0.0002232811,0.0004785081,0.0005329636],"domain_scores_gemma":[0.993241,0.001836963,0.0005361994,0.0004977308,0.0007639005,0.003124239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.01416709,0.7424105,0.0515225,0.0004840353,0.000137102,0.0009107149,0.01461114,0.0007847398,0.01469176,0.0001955554,0.001055571,0.1590293],"study_design_scores_gemma":[0.005531303,0.7437031,0.2258847,0.0001133015,0.0001750537,0.0002663818,0.0111015,0.001072481,0.00881992,0.000202116,0.003023222,0.0001068401],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990137,0.00001095124,0.00007145172,0.00002254058,0.00001109032,0.0004804598,0.0000235636,0.00000674916,0.0003595838],"genre_scores_gemma":[0.9959617,0.00008713324,0.001075744,0.0001041254,0.00003816897,0.0009710409,0.00006606815,0.000005622566,0.001690456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004440657,"threshold_uncertainty_score":0.02294141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192144601474504,"score_gpt":0.4786025002617963,"score_spread":0.3593880401143459,"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."}}