{"id":"W4389686341","doi":"10.1001/jamanetworkopen.2023.47449","title":"Primary Care Utilization and Cardiovascular Screening in Adult Survivors of Childhood Cancer","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; University of Calgary; University of Alberta","funders":"National Cancer Institute","keywords":"Medicine; Cancer; Diabetes mellitus; Medical record; Dyslipidemia; Disease; Physical therapy; Internal medicine; Pediatrics","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":[0.0005046272,0.000101112,0.0003917978,0.0000745914,0.00005227065,0.00002988321,0.00009462899,0.0001232213,0.00001296837],"category_scores_gemma":[0.0000368909,0.0001004071,0.0001019194,0.0006687622,0.00002889431,0.0001520547,0.0001093989,0.0001459388,0.000001367594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004121567,"about_ca_system_score_gemma":0.00008619264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00159715,"about_ca_topic_score_gemma":0.0005297491,"domain_scores_codex":[0.9990407,0.00009184743,0.0002085332,0.0002415489,0.0002308882,0.0001865176],"domain_scores_gemma":[0.9994953,0.00004116463,0.0000562796,0.0002394862,0.0001122744,0.00005547979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002486903,0.00003163654,0.4058926,0.0004342056,0.0005461159,0.00002430467,0.004464115,0.00934059,0.001098811,0.0001046123,0.0007716459,0.5770427],"study_design_scores_gemma":[0.002968841,0.00004649399,0.9865882,0.001353352,0.00009812017,0.000007441092,0.001191352,0.0007060683,0.004818542,0.00004351551,0.002051699,0.0001263529],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901483,0.004267727,0.0001481765,0.0002862087,0.00008984109,0.0009060944,0.00001235902,0.00003714572,0.004104118],"genre_scores_gemma":[0.9940753,0.00443425,0.0003890342,0.0004233251,0.0002942595,0.00006029056,0.0002269497,0.00002536062,0.00007120761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5806956,"threshold_uncertainty_score":0.4094484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03137226481621044,"score_gpt":0.2859817211821025,"score_spread":0.2546094563658921,"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."}}