{"id":"W4388203809","doi":"10.1200/op.2023.19.11_suppl.155","title":"Evolving models of care for ambulatory systemic treatment.","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario; Sunnybrook Health Science Centre; Cancer Care Ontario","funders":"","keywords":"Referral; Medicine; Health care; Telehealth; Nursing; Population; Equity (law); Indigenous; Health equity; Ambulatory care; Family medicine; Public relations; Business; Political science; Public health; Telemedicine; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001293054,0.0001359425,0.0005127105,0.0001601807,0.0000930199,0.000008374203,0.00007531975,0.0001982752,0.00004555953],"category_scores_gemma":[0.01137876,0.0001232007,0.0001550648,0.0002745166,0.00005201134,0.0005569096,0.00004846731,0.0001673443,0.00008956506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006972241,"about_ca_system_score_gemma":0.0009073465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000267409,"about_ca_topic_score_gemma":0.00008295527,"domain_scores_codex":[0.9980701,0.0002569808,0.0008966828,0.0003021313,0.0002218546,0.0002522908],"domain_scores_gemma":[0.9870234,0.01089935,0.0007236414,0.0003592496,0.0008936186,0.000100787],"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":[0.02897444,0.005254842,0.02100462,0.006056501,0.004926342,0.001174865,0.03578697,0.009907553,0.06350126,0.01174786,0.1438472,0.6678175],"study_design_scores_gemma":[0.02496448,0.01706494,0.003888298,0.0003654355,0.006962139,0.001251816,0.1140953,0.05791789,0.0018184,0.001023467,0.7701414,0.0005064805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.868081,0.004739251,0.01293294,0.05413871,0.003681925,0.009878336,0.0002505153,0.0009453237,0.04535201],"genre_scores_gemma":[0.9814538,0.0005603221,0.0151628,0.001356477,0.0003499157,0.0002321423,0.000201282,0.00003981468,0.0006434128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6673111,"threshold_uncertainty_score":0.9969488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3098548028477111,"score_gpt":0.5525449439031019,"score_spread":0.2426901410553908,"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."}}