{"id":"W4294875698","doi":"10.1002/pbc.29933","title":"Feasibility of oncology clinical trial‐embedded evaluation of social determinants of health","year":2022,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"National Cancer Institute","keywords":"Medicine; Clinical trial; Health equity; Social determinants of health; Intervention (counseling); Internal medicine; Equity (law); Family medicine; Oncology; Gerontology; Public health; Nursing; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3251126,0.001303573,0.001969433,0.001132484,0.002337982,0.004347809,0.002097995,0.004286313,0.008419321],"category_scores_gemma":[0.3071964,0.001288378,0.002507189,0.001865033,0.002874925,0.00638077,0.004796457,0.003459793,0.001741202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002490342,"about_ca_system_score_gemma":0.02468527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112675,"about_ca_topic_score_gemma":0.002575757,"domain_scores_codex":[0.6531261,0.3112222,0.01951628,0.004466122,0.007678576,0.003990747],"domain_scores_gemma":[0.6927468,0.1641459,0.04838913,0.05035545,0.03054583,0.01381679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4319996,0.04423477,0.09063158,0.009412967,0.004737073,0.0008056791,0.004998061,0.006321493,0.004065103,0.01777006,0.02159456,0.363429],"study_design_scores_gemma":[0.3979587,0.3108605,0.1066538,0.008911844,0.003341838,0.0006287763,0.003065085,0.008961404,0.007745637,0.02943883,0.1219894,0.0004442444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.2841338,0.003176276,0.04648649,0.01746131,0.002032669,0.6183169,0.006194796,0.0003741003,0.02182361],"genre_scores_gemma":[0.3714886,0.0007052779,0.09004708,0.004180199,0.000642797,0.5301039,0.00145559,0.00007535573,0.001301318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3251126,"threshold_uncertainty_score":0.8322563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2650359977848216,"score_gpt":0.5327089282736964,"score_spread":0.2676729304888749,"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."}}