{"id":"W4281725892","doi":"10.5489/cuaj.7932","title":"Poster Session 10: Pediatrics","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Pediatrics; Medicine; Computer science; Psychology; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009918705,0.001448376,0.0008485019,0.001184884,0.001261066,0.002485683,0.001079776,0.002702683,0.6186128],"category_scores_gemma":[0.002184325,0.0004358572,0.000824067,0.0005777387,0.0004068433,0.001630007,0.002816052,0.003566567,0.3614685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008939821,"about_ca_system_score_gemma":0.001167741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006197749,"about_ca_topic_score_gemma":0.00114743,"domain_scores_codex":[0.9993001,0.0001472872,0.00004991358,0.0001655826,0.0001890228,0.000148079],"domain_scores_gemma":[0.9980859,0.0001716934,0.00008317785,0.0000769684,0.000571567,0.001010713],"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":[0.0001335999,0.0001013167,0.0007226958,0.0002538793,0.000008983447,0.000368777,0.00005207962,0.00004486488,0.0003736001,0.0005511861,0.9344655,0.06292337],"study_design_scores_gemma":[0.00004044213,0.0001211651,0.002443567,0.0004302657,0.000009458934,0.0009812681,0.0001183516,0.00005612809,0.0002871324,0.000615732,0.9948863,0.00001013495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006214408,0.01438421,0.003423495,0.04064981,0.1493046,0.001058116,0.006306449,0.002410839,0.7762479],"genre_scores_gemma":[0.02017079,0.01131461,0.001784638,0.01075663,0.04747615,0.0004677458,0.003293696,0.0007000108,0.9040358],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6186128,"threshold_uncertainty_score":0.5440026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460769804105713,"score_gpt":0.3205188619563666,"score_spread":0.2859111639153095,"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."}}