{"id":"W1487504129","doi":"10.1002/cncr.27476","title":"A prospective surveillance model for rehabilitation for women with breast cancer","year":2012,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"American Cancer Society","keywords":"Breast cancer; Medicine; Survivorship curve; Physical therapy; Rehabilitation; Disease; Lymphedema; Physical medicine and rehabilitation; Intervention (counseling); Cancer; Nursing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01077078,0.0008963195,0.0004570732,0.001881047,0.001879178,0.003762651,0.003328987,0.001780132,0.008126565],"category_scores_gemma":[0.01735061,0.0005507638,0.001605331,0.001088846,0.001446762,0.00350984,0.002827596,0.001651466,0.001095332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004789197,"about_ca_system_score_gemma":0.0144526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01035069,"about_ca_topic_score_gemma":0.01714444,"domain_scores_codex":[0.9936971,0.004428526,0.0002625759,0.0007281244,0.0005732513,0.0003104547],"domain_scores_gemma":[0.9927602,0.003969373,0.0009890514,0.0004225473,0.001002094,0.0008568036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0007546472,0.002691935,0.1263247,0.0008258142,0.0003450266,0.001222619,0.0132133,0.09986719,0.001123061,0.4917757,0.02431292,0.2375431],"study_design_scores_gemma":[0.000872159,0.003934148,0.03318119,0.001201073,0.0006114219,0.003234385,0.01181343,0.5887459,0.0008895321,0.2610925,0.09411251,0.0003117642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.120709,0.001544741,0.7347541,0.04975011,0.0006647024,0.006817707,0.001529306,0.001606811,0.08262348],"genre_scores_gemma":[0.6334454,0.001422616,0.3456515,0.001851536,0.0001924579,0.006262258,0.001447367,0.000077109,0.009649667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01077078,"threshold_uncertainty_score":0.05696201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422734115151868,"score_gpt":0.2991540623917057,"score_spread":0.284926721240187,"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."}}