{"id":"W4200316787","doi":"10.1016/j.jht.2021.10.008","title":"The use of occupation-based interventions and assessments in hand therapy: A cross-sectional survey","year":2021,"lang":"en","type":"article","venue":"Journal of Hand Therapy","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hand and Upper Limb Clinic","funders":"","keywords":"Psychological intervention; Medicine; Dash; Occupational therapy; Clinical Practice; Cross-sectional study; Physical therapy; Family medicine; Psychology; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003275722,0.0000868477,0.0001943461,0.0001611822,0.0007415026,0.0001616632,0.0001258636,0.0001060569,0.0004054114],"category_scores_gemma":[0.0006710055,0.00005478507,0.0001441264,0.0002897955,0.0001496157,0.0003562207,0.00002362226,0.0005723974,0.000002740799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005213363,"about_ca_system_score_gemma":0.001047663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001728501,"about_ca_topic_score_gemma":0.0006860059,"domain_scores_codex":[0.9966372,0.001805578,0.0008052529,0.0001111337,0.0004513456,0.0001895084],"domain_scores_gemma":[0.992847,0.004993426,0.0006415711,0.0001528442,0.001300618,0.00006453766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002869948,0.0003493988,0.9876435,0.00002530827,0.0001656503,0.00000870818,0.0002355381,0.0001036672,0.002514342,0.0001298501,0.0003499212,0.005604185],"study_design_scores_gemma":[0.003696519,0.0003530468,0.9833229,0.0001492325,0.000002892209,0.000006103797,0.0001212346,0.0001756934,0.001046031,0.0004507631,0.01062236,0.00005317822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994422,0.003219353,0.001171556,0.0004697932,0.0004551486,0.0001838056,0.00003634221,0.000001866897,0.00004014337],"genre_scores_gemma":[0.9924597,0.006055156,0.0003726055,0.0003097475,0.0001201697,0.0000157128,0.00001781532,0.0000131968,0.000635933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01027244,"threshold_uncertainty_score":0.5703113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4905458299213166,"score_gpt":0.583381595666203,"score_spread":0.09283576574488639,"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."}}