{"id":"W4300866890","doi":"10.17615/kw2j-2e61","title":"Moving forward toward standardizing analysis of quality of life data in randomized cancer clinical trials","year":2022,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Health Canada","keywords":"Randomized controlled trial; Cancer; Clinical trial; Quality of life (healthcare); Medicine; Medical physics; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.93908,0.006296205,0.02001446,0.03010966,0.00500322,0.05044734,0.02580063,0.02335613,0.005544215],"category_scores_gemma":[0.9566563,0.005593338,0.02275732,0.02894891,0.03975755,0.04292168,0.02846502,0.07128596,0.004233979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04527922,"about_ca_system_score_gemma":0.1010972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009557039,"about_ca_topic_score_gemma":0.006064405,"domain_scores_codex":[0.03131979,0.8414611,0.07826314,0.01145528,0.03588497,0.001615662],"domain_scores_gemma":[0.008533783,0.8006155,0.03358977,0.06660946,0.08842044,0.002230966],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002270193,0.0006021355,0.01451009,0.05295448,0.0121893,0.0001720095,0.01132616,0.01145539,0.0009982781,0.2652066,0.1211783,0.5071371],"study_design_scores_gemma":[0.003453743,0.001671244,0.01098198,0.1699718,0.004646863,0.0003247084,0.003000761,0.01668921,0.002849641,0.5836616,0.2015734,0.001175007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00272312,0.05779233,0.5251516,0.3770564,0.01829925,0.009680252,0.001751071,0.001992746,0.005553263],"genre_scores_gemma":[0.03077345,0.01285897,0.8297464,0.09156939,0.01097286,0.02111004,0.001444629,0.001050905,0.0004734309],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06092,"threshold_uncertainty_score":0.3285252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7670083209456364,"score_gpt":0.5656176410840273,"score_spread":0.2013906798616091,"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."}}