{"id":"W1518347581","doi":"10.1002/cncr.27463","title":"A prospective surveillance model for physical rehabilitation of women with breast cancer","year":2012,"lang":"en","type":"review","venue":"Cancer","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Chemotherapy-induced peripheral neuropathy; Breast cancer; Rehabilitation; Cancer; Physical therapy; Physical medicine and rehabilitation; Peripheral neuropathy; Intensive care medicine; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001112837,0.000304362,0.00166055,0.0000748626,0.00002895859,0.000003365156,0.00006600406,0.0001203261,0.0001561471],"category_scores_gemma":[0.000007836987,0.0001984715,0.0002265724,0.0002225689,0.0001308676,0.00005619894,0.00001578731,0.0001603505,0.000002569588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00224538,"about_ca_system_score_gemma":0.001315255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009976194,"about_ca_topic_score_gemma":0.0001239292,"domain_scores_codex":[0.9988281,0.00003642641,0.000250637,0.0003485697,0.0001499935,0.0003862731],"domain_scores_gemma":[0.9989022,0.0001806911,0.0002941149,0.0002070621,0.0002722411,0.0001437114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002609499,0.0006329634,0.003371099,0.04082448,0.001647416,9.979879e-7,0.002761199,0.00005625106,0.000008685212,0.0001149104,0.001113523,0.9468589],"study_design_scores_gemma":[0.007052275,0.002567377,0.005978163,0.01280818,0.008151808,0.00004093364,0.000071004,0.001114912,0.0000099386,0.000164596,0.9612002,0.0008406608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002397697,0.9924856,0.00004151897,0.0001548908,0.0001835371,0.002988787,0.001600241,0.0000272227,0.0001204373],"genre_scores_gemma":[0.01398995,0.9680806,0.0001601663,0.00004398322,0.0010042,0.01532109,0.00006498017,0.00007783347,0.001257214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9600866,"threshold_uncertainty_score":0.8093431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04279504833703277,"score_gpt":0.4072756401177454,"score_spread":0.3644805917807126,"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."}}