{"id":"W2604513601","doi":"10.1200/jco.2017.35.8_suppl.40","title":"Establishing best practice recommendations for systemic treatment regimen development and maintenance.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Medicine; Regimen; Best practice; Multidisciplinary approach; Intensive care medicine; Systemic therapy; Oncology; Medical physics; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1354154,0.001563401,0.001353063,0.007184724,0.00375085,0.007120185,0.008707288,0.0105659,0.006897515],"category_scores_gemma":[0.295625,0.001364853,0.003319239,0.005570623,0.002930867,0.006727417,0.005403955,0.009735028,0.003818939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01956578,"about_ca_system_score_gemma":0.1009271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05160734,"about_ca_topic_score_gemma":0.1090271,"domain_scores_codex":[0.8987048,0.05681242,0.01782113,0.002502512,0.02104962,0.003109607],"domain_scores_gemma":[0.6479781,0.1586137,0.02445059,0.01296743,0.1393575,0.01663275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001700407,0.001222258,0.008621871,0.01074417,0.0002563462,0.0009896012,0.008511726,0.006103037,0.001423451,0.01255083,0.5019396,0.4474671],"study_design_scores_gemma":[0.0007708212,0.0007184949,0.02362148,0.07737277,0.0007111395,0.001099421,0.01931586,0.0117936,0.003271793,0.05630294,0.8043851,0.0006366387],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01462653,0.02812648,0.1283556,0.7332475,0.007953905,0.01622825,0.003364375,0.002720983,0.0653764],"genre_scores_gemma":[0.07789124,0.02426542,0.8250373,0.04687223,0.001310098,0.01218107,0.002931127,0.0003600098,0.009151562],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1354154,"threshold_uncertainty_score":0.7161539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2717434464521167,"score_gpt":0.4533407464640613,"score_spread":0.1815973000119446,"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."}}