{"id":"W7033149877","doi":"","title":"Patient-Physician agreement on function and pain in sarcoma","year":2023,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Linguistic research and analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sarcoma; Sample (material); Function (biology); Prospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002115478,0.0003263766,0.0004344541,0.0005259748,0.0001420011,0.0002152272,0.0003304726,0.0001478986,0.5145027],"category_scores_gemma":[0.001393211,0.0003137456,0.0001573062,0.00009794301,0.0001946278,0.00005505319,0.0004653351,0.0004298308,0.5088273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001434792,"about_ca_system_score_gemma":0.00005020573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003700359,"about_ca_topic_score_gemma":0.008909813,"domain_scores_codex":[0.9967561,0.0005206013,0.0003997683,0.001402295,0.0005039572,0.0004172489],"domain_scores_gemma":[0.997757,0.00033033,0.0002197477,0.00148388,0.00006371155,0.0001453986],"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":[0.0001160145,0.0005006969,0.001719968,0.0002420268,0.0005052212,0.00006797946,0.005183036,0.00002121226,0.00002389266,0.0244521,0.7569452,0.2102226],"study_design_scores_gemma":[0.0003166256,0.00000889054,0.0005577504,0.0004377834,0.00005254208,2.470834e-7,0.0008553041,0.0001963185,0.00001942619,0.01035662,0.9868632,0.0003352807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001236506,0.000004919119,0.00003124525,0.0001361127,0.000373634,0.0005921566,0.00005161472,0.0002057087,0.9973681],"genre_scores_gemma":[0.02276209,0.0001602635,0.00002300581,0.000251162,0.0005751346,0.0001803417,0.00004878747,0.0002792592,0.97572],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.229918,"threshold_uncertainty_score":0.9999315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148610527575884,"score_gpt":0.2475718777330687,"score_spread":0.2260857724573098,"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."}}