{"id":"W3134491243","doi":"10.1093/pch/pxaa136","title":"The current state of general paediatric fellowships in Canada","year":2021,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Context (archaeology); Curriculum; Grant funding; Best practice; Medical education; Standardization; Political science; Medicine; Library science; Geography; Public administration; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002190628,0.000267551,0.0006113703,0.0001672985,0.001303436,0.0000108696,0.0003562238,0.0000600497,0.00003056953],"category_scores_gemma":[0.0004816171,0.000208947,0.000114949,0.001524256,0.00003832636,0.00005830291,0.0002305756,0.002324234,0.00003000878],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001958569,"about_ca_system_score_gemma":0.0338583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4332193,"about_ca_topic_score_gemma":0.946695,"domain_scores_codex":[0.9938034,0.001605043,0.001834054,0.0004785265,0.0007370827,0.001541903],"domain_scores_gemma":[0.9964906,0.001221266,0.0008505224,0.0006085832,0.0002611271,0.000567926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005243252,0.0002134521,0.6163313,0.001563358,0.00001332517,0.0000193392,0.002550111,0.0001671004,0.000001309057,0.00119158,0.06213193,0.3157648],"study_design_scores_gemma":[0.001547099,0.00004125663,0.8588995,0.0002824808,0.00001425897,0.000002691119,0.0008578614,0.0002968892,0.000006846975,0.001072191,0.1367001,0.0002787696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8213128,0.1257183,0.00008022608,0.04025893,0.008200614,0.001934528,0.0003815541,0.00006392775,0.002049163],"genre_scores_gemma":[0.9011446,0.0900095,0.0001287507,0.006226743,0.002054502,0.00001527886,0.0001042913,0.00005029557,0.0002660796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5134757,"threshold_uncertainty_score":0.9999967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273128177288286,"score_gpt":0.3356208779684319,"score_spread":0.3083080602396033,"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."}}