{"id":"W2102053007","doi":"10.3747/co.v18i5.793","title":"Caring for Survivors of Breast Cancer: Perspective of the Primary Care Physician","year":2011,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Survivorship curve; Breast cancer; Psychosocial; Family medicine; Cancer; Primary care; Lymphedema; Cancer survivorship; Nursing; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006828066,0.000100006,0.0003725142,0.00004661272,0.00003454876,7.996729e-7,0.0001342712,0.00006553959,0.00003303979],"category_scores_gemma":[0.00001245153,0.000072447,0.000205911,0.0001529909,0.0001744913,0.00002329981,0.00006362576,0.0001384867,4.495581e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005021601,"about_ca_system_score_gemma":0.000496571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005646236,"about_ca_topic_score_gemma":0.007768632,"domain_scores_codex":[0.9993021,0.00004568038,0.0001872895,0.0001771869,0.0001248773,0.0001628581],"domain_scores_gemma":[0.9989335,0.0000465407,0.0001719342,0.0002375215,0.0005661442,0.00004435186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001535066,0.0008427133,0.5439218,0.003026728,0.0002850452,0.000001885311,0.1005286,0.00000323684,0.003186104,0.005706178,0.000511228,0.3404515],"study_design_scores_gemma":[0.002531822,0.0007920071,0.9263614,0.0007204528,0.0006442816,0.00001261673,0.04401506,0.0000139952,0.01113531,0.0004636842,0.01310465,0.00020473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554342,0.008602962,0.00006603528,0.0003251354,0.003910099,0.0008276741,0.0004453234,0.0000211808,0.0303674],"genre_scores_gemma":[0.9993756,0.0001431463,0.00002550145,0.00007529859,0.0002480908,0.00007464964,0.00001153554,0.00001426659,0.0000318984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3824396,"threshold_uncertainty_score":0.8535458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06952206011116714,"score_gpt":0.3591185170837718,"score_spread":0.2895964569726047,"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."}}