{"id":"W3011161475","doi":"10.1093/ptj/pzz181","title":"Self-Managed Surveillance for Breast Cancer–Related Upper Body Issues: A Feasibility and Reliability Study","year":2019,"lang":"en","type":"article","venue":"Physical Therapy","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of Alberta; Surrey Memorial Hospital; Fraser Health; University of British Columbia","funders":"Fraser Health Authority; University of British Columbia","keywords":"Breast cancer; Reliability (semiconductor); Medicine; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02659009,0.0004012492,0.0003964499,0.0007710411,0.000569031,0.0006308008,0.0005048701,0.0004132007,0.0007598773],"category_scores_gemma":[0.03261621,0.0005293286,0.0006502861,0.0004637274,0.0007769202,0.0006991047,0.0009675292,0.0005255305,0.000405883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003283675,"about_ca_system_score_gemma":0.001057212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008311535,"about_ca_topic_score_gemma":0.001992283,"domain_scores_codex":[0.9875307,0.007767852,0.001052703,0.000773469,0.002473153,0.0004021917],"domain_scores_gemma":[0.9675896,0.0163099,0.004868689,0.002621628,0.007723151,0.0008869701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008511945,0.0009474409,0.9768619,0.0001142326,0.00009488723,0.00009180618,0.004613631,0.0001142175,0.002014477,0.00006894443,0.000188078,0.01403917],"study_design_scores_gemma":[0.0001785402,0.008951198,0.9820859,0.00007273512,0.0001323076,0.0007032178,0.004091902,0.00141581,0.001254448,0.00007639248,0.001005608,0.00003191986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974186,0.00007135302,0.001400961,0.00003016328,0.00001365138,0.0004685487,0.00004731833,0.000006819102,0.0005426023],"genre_scores_gemma":[0.995056,0.00006074677,0.003913446,0.00003701602,0.00001655541,0.0006445244,0.00009524327,0.000006172208,0.0001701954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02659009,"threshold_uncertainty_score":0.1406235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405602090912385,"score_gpt":0.3086445027543562,"score_spread":0.2945884818452324,"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."}}