{"id":"W4386021869","doi":"10.1200/op.23.00376","title":"Evaluating Oncology Clinical Pathways: What Bar Are We Aiming for?","year":2023,"lang":"en","type":"letter","venue":"JCO Oncology Practice","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novartis (Canada); Pfizer (Canada); AstraZeneca (Canada); McMaster University; Bristol-Myers Squibb (Canada); Juravinski Cancer Centre","funders":"","keywords":"Clinical Oncology; Clinical pathway; Medicine; Precision oncology; Oncology; Bar (unit); Intensive care medicine; Internal medicine; Medical physics; Cancer; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02944724,0.0006159706,0.001663248,0.001370132,0.005322299,0.008383818,0.002815078,0.05193302,0.01161422],"category_scores_gemma":[0.1486273,0.0007628702,0.001834874,0.001847115,0.005662993,0.01055358,0.003553302,0.04990605,0.006167706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0128437,"about_ca_system_score_gemma":0.02639644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03098097,"about_ca_topic_score_gemma":0.06717278,"domain_scores_codex":[0.9801762,0.009228324,0.003035637,0.001119356,0.004900817,0.001539756],"domain_scores_gemma":[0.8270763,0.1177505,0.007401825,0.003299147,0.02501949,0.01945274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005096563,0.0000521948,0.002189036,0.00008700847,0.00002181739,0.0004353322,0.000176852,0.0001666895,0.00006892283,0.008257826,0.9633763,0.02511699],"study_design_scores_gemma":[0.0002466441,0.0001276699,0.004180943,0.001933118,0.00006637679,0.001327143,0.001484799,0.001702377,0.0002600489,0.08155108,0.9069346,0.0001851855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001413415,0.0003545822,0.00005452293,0.9973415,0.001169062,0.000004406036,0.00002222389,0.000006263488,0.0009061254],"genre_scores_gemma":[0.003056507,0.001025691,0.0006566764,0.9835866,0.009713813,0.0000319758,0.00004095887,0.00002027029,0.001867563],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05193302,"threshold_uncertainty_score":0.1557338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8771083353533013,"score_gpt":0.6367885250140679,"score_spread":0.2403198103392334,"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."}}