{"id":"W4396997694","doi":"10.1681/asn.20203110s1715c","title":"Assessment of Pediatric Nephrology Programs’ Readiness to Participate in Prospective Clinical Trials","year":2020,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nephrology; Medicine; Internal medicine; Clinical trial; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07388948,0.0002255,0.000364013,0.002243154,0.001187838,0.002254898,0.001795169,0.0009481604,0.005461895],"category_scores_gemma":[0.1112131,0.0004136535,0.0006814419,0.001679684,0.001341335,0.002376078,0.003144188,0.002516543,0.0007067272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002213084,"about_ca_system_score_gemma":0.01374626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00259218,"about_ca_topic_score_gemma":0.004712122,"domain_scores_codex":[0.9630453,0.02075257,0.004867655,0.001179579,0.007015737,0.003139092],"domain_scores_gemma":[0.7636766,0.07882532,0.07074605,0.007726696,0.02922004,0.04980527],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002809961,0.001067616,0.9251434,0.0009427186,0.0001327448,0.000317269,0.009115992,0.0003889792,0.0007738369,0.0006865829,0.01026004,0.05088997],"study_design_scores_gemma":[0.0000762079,0.001607029,0.9452678,0.0006903954,0.00005331678,0.00067008,0.01900539,0.0009168836,0.0006569175,0.0004702628,0.03051387,0.0000718054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618382,0.001321347,0.003364877,0.01465996,0.0001083518,0.002904296,0.001572349,0.0001742807,0.01405639],"genre_scores_gemma":[0.9825722,0.001518999,0.009558031,0.002671917,0.00008219991,0.001992851,0.0006222276,0.00002486488,0.0009566589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9261105,"threshold_uncertainty_score":0.3907696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3129276160817442,"score_gpt":0.5612535257113057,"score_spread":0.2483259096295615,"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."}}