{"id":"W6902064295","doi":"10.6084/m9.figshare.26675087","title":"Additional file 1 of Ethical dilemmas in prioritizing patients for scarce radiotherapy resources","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Radiation therapy; MEDLINE; Scarcity; Multidisciplinary approach; Ethical issues","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004365987,0.001127157,0.001382453,0.003519792,0.001260982,0.002830396,0.001757771,0.002400862,0.9199024],"category_scores_gemma":[0.1132653,0.0008123244,0.0015246,0.003642595,0.000568425,0.002499175,0.001642694,0.002000151,0.2071395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002628524,"about_ca_system_score_gemma":0.005016676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01078414,"about_ca_topic_score_gemma":0.02507651,"domain_scores_codex":[0.9980111,0.0006919734,0.0003380809,0.000274954,0.0004254337,0.000258494],"domain_scores_gemma":[0.8375742,0.1426968,0.004477381,0.003651799,0.01000126,0.001598538],"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":[0.0001980707,0.0001184398,0.001682301,0.002106002,0.00003653528,0.00005007342,0.00007925559,0.0005019111,0.00001459581,0.001283752,0.9843888,0.009540221],"study_design_scores_gemma":[0.00801262,0.0003594249,0.02363743,0.01448249,0.0003448387,0.0008655362,0.001940462,0.006182621,0.0004856641,0.06427786,0.879133,0.0002780495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0004131472,0.00006137229,0.0006538834,0.0009406523,0.0001722466,0.0003861779,0.9895956,0.0002474195,0.007529411],"genre_scores_gemma":[0.03522395,0.0007574122,0.02646583,0.007939997,0.0008406371,0.01750365,0.8545657,0.001837332,0.05486547],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9199024,"threshold_uncertainty_score":0.1142493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814805413519566,"score_gpt":0.3962544639880566,"score_spread":0.368106409852861,"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."}}