{"id":"W4400972657","doi":"10.1200/op.23.00813","title":"Patterns of Survivorship Follow-Up Care Among Patients With Breast Cancer: A Retrospective Population-Based Cohort Study in Ontario, Canada, Between 2006 and 2016","year":2024,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Cancer survivorship and care","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Survivorship curve; Retrospective cohort study; Breast cancer; Medicine; Cancer survivorship; Cancer; Cohort; Demography; Population; Cohort study; Oncology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003903706,0.0002085167,0.0005944241,0.0001589225,0.00005912074,0.00002004552,0.00007541305,0.0001451839,0.00009887546],"category_scores_gemma":[0.0001044582,0.0001749586,0.00003931777,0.0002945616,0.00003614933,0.0002350747,0.0000352493,0.0005937221,0.000001089511],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004202283,"about_ca_system_score_gemma":0.003565971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999458,"about_ca_topic_score_gemma":0.9999484,"domain_scores_codex":[0.9980944,0.0002872552,0.0003614814,0.0004815206,0.0005145399,0.000260847],"domain_scores_gemma":[0.9982667,0.0006475069,0.0002180508,0.0002586291,0.0004721088,0.0001370004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001026307,0.0002070777,0.9935215,0.0001239673,0.0003304184,0.0001550642,0.003122119,0.000007064035,3.036909e-7,0.000004172704,0.000247616,0.001254397],"study_design_scores_gemma":[0.003048744,0.0009463404,0.9895802,0.0002992728,0.0008806543,0.000005739948,0.00401165,0.00000547233,0.000002123006,0.000001656794,0.001039997,0.0001781331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955683,0.0001931591,0.000006602623,0.0007558745,0.0007191501,0.001328544,0.0005340998,0.00002601754,0.00086819],"genre_scores_gemma":[0.9988766,0.000007613251,0.00001311,0.0001991837,0.0000862069,0.0001511849,0.0002313311,0.00003197151,0.0004028365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003941278,"threshold_uncertainty_score":0.9996204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009426256706762807,"score_gpt":0.2790709897055789,"score_spread":0.2696447329988161,"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."}}