{"id":"W4402986678","doi":"10.1200/op.2024.20.10_suppl.34","title":"Baseline practice-level financial screening processes and resources among Children’s Oncology Group National Cancer Institute Community Oncology Research Programs (NCORP).","year":2024,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Baseline (sea); Internal medicine; Medicine; Oncology; Clinical Oncology; Cancer; Family medicine; Political science","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01599195,0.0004130465,0.001019589,0.0007714071,0.001218761,0.000428779,0.0006813408,0.0009948465,0.0002165854],"category_scores_gemma":[0.02923077,0.0004645436,0.0001134874,0.001152936,0.001514424,0.004578408,0.0005676757,0.003719195,0.0003266953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002524345,"about_ca_system_score_gemma":0.003331787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01767796,"about_ca_topic_score_gemma":0.01412714,"domain_scores_codex":[0.995226,0.001178404,0.001359793,0.001018332,0.0002249583,0.0009924818],"domain_scores_gemma":[0.9894227,0.00759118,0.001108901,0.000419256,0.001111673,0.0003463047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002901906,0.004336509,0.0369953,0.0005277269,0.001115521,0.0004610697,0.01161873,0.00023734,0.0000238037,0.2048181,0.07008822,0.6668758],"study_design_scores_gemma":[0.001481216,0.002072686,0.02513252,0.0001357357,0.00009593996,0.0003819579,0.001408519,0.0005950124,0.000006860202,0.007901265,0.9602991,0.0004891558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.391435,0.04997281,0.01091736,0.10668,0.006436083,0.003600164,0.0013123,0.0005943256,0.429052],"genre_scores_gemma":[0.9474893,0.0121941,0.02415367,0.008413466,0.003810877,0.001174906,0.0002486448,0.0001309811,0.002384102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8902109,"threshold_uncertainty_score":0.9997807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2032268249423331,"score_gpt":0.4174503860253084,"score_spread":0.2142235610829752,"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."}}