{"id":"W4280627474","doi":"10.1038/s41390-022-02099-4","title":"ECI biocommentary: Dillon T. Browne","year":2022,"lang":"en","type":"article","venue":"Pediatric Research","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"History","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":[0.002395492,0.0007825837,0.001119878,0.001742931,0.001288188,0.005431895,0.002004016,0.003587845,0.4091511],"category_scores_gemma":[0.03010082,0.0003734179,0.0004508553,0.001093455,0.00120858,0.002793883,0.002652729,0.005341695,0.2261252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001616857,"about_ca_system_score_gemma":0.002875134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003403944,"about_ca_topic_score_gemma":0.005558469,"domain_scores_codex":[0.9974715,0.000461011,0.000179468,0.00056531,0.001096089,0.0002267556],"domain_scores_gemma":[0.9788997,0.004591777,0.001341832,0.000779055,0.009260126,0.005127504],"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":[0.00001935045,0.00001037602,0.0001261249,0.00009038128,0.000003028351,0.0001025019,0.00004422742,0.00001063554,0.00003872395,0.00057947,0.9696971,0.02927799],"study_design_scores_gemma":[0.000008249449,0.00001123215,0.0003159273,0.0002359397,0.000003632786,0.0004409208,0.0002222067,0.00003142325,0.00008155569,0.0005204577,0.9981194,0.00000896546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000737975,0.04024974,0.001243674,0.4634236,0.3290245,0.0001155103,0.001090141,0.0009356726,0.1631792],"genre_scores_gemma":[0.007125396,0.0290474,0.0008603065,0.1267163,0.06344053,0.0001286404,0.0004482941,0.0005761493,0.7716569],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4091511,"threshold_uncertainty_score":0.8427742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1841878509434498,"score_gpt":0.456481131875348,"score_spread":0.2722932809318982,"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."}}