{"id":"W2140474053","doi":"10.1016/j.apmr.2012.08.178","title":"Poster 140 The Effect of Prospective Monitoring and Early Physiotherapy Intervention on the Incidence of Arm Morbidity","year":2012,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Lymphedema; Prospective cohort study; Physical therapy; Dash; Quality of life (healthcare); Rehabilitation; Range of motion; Incidence (geometry); Orthopedic surgery; Breast cancer; Surgery; Cancer; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007259035,0.0004531345,0.0012373,0.0004765014,0.0007976803,0.0009144773,0.0007806772,0.001997657,0.007553269],"category_scores_gemma":[0.02408864,0.0004606727,0.00182366,0.0005569437,0.0003426359,0.000786261,0.00121021,0.001802789,0.0006727332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006485231,"about_ca_system_score_gemma":0.003488982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003801338,"about_ca_topic_score_gemma":0.003520327,"domain_scores_codex":[0.9939692,0.003992415,0.0005190081,0.0004586184,0.0005773765,0.00048338],"domain_scores_gemma":[0.9824156,0.009400559,0.002985026,0.0008083484,0.001164408,0.003226032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3210464,0.05838427,0.288295,0.001194762,0.001629129,0.0003046357,0.0005110755,0.002295799,0.001636554,0.0003541886,0.005522952,0.3188254],"study_design_scores_gemma":[0.01882709,0.124303,0.8488823,0.0005915336,0.001716376,0.0001392222,0.0003039845,0.002327464,0.001343722,0.0002446109,0.001253595,0.00006709186],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887788,0.00296174,0.0006481758,0.002539965,0.0006189209,0.0007263459,0.0005822927,0.00005152219,0.003092194],"genre_scores_gemma":[0.9959031,0.0007157902,0.001383973,0.0003763469,0.0002755706,0.000353838,0.0002808866,0.000006613748,0.0007040137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007553269,"threshold_uncertainty_score":0.03838992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05011026838201896,"score_gpt":0.4503241192438635,"score_spread":0.4002138508618445,"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."}}