{"id":"W4391491408","doi":"10.1002/ppul.26834","title":"Clinical curiosity: How long should we wait? Management of ventilator associated pneumatocele in an extremely preterm infant","year":2024,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Curiosity; Pediatrics; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001586528,0.0002265738,0.0007045998,0.0007641467,0.00004118792,0.00003205149,0.0003196054,0.0004504544,0.0001072009],"category_scores_gemma":[0.000308571,0.0002105456,0.0001735316,0.000997184,0.00011747,0.0001906142,0.0002682422,0.001058396,0.0000699495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002586841,"about_ca_system_score_gemma":0.0004670443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004018124,"about_ca_topic_score_gemma":0.0000907543,"domain_scores_codex":[0.9967626,0.0003329562,0.0008849515,0.0007046038,0.0005780996,0.0007367731],"domain_scores_gemma":[0.998434,0.0003663901,0.0001720207,0.0005524314,0.0001159572,0.0003591776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006216087,0.0006621891,0.8911318,0.00365444,0.0001219778,0.003713734,0.0001011757,9.615075e-7,0.00009197636,0.0002525424,0.0006311086,0.09901648],"study_design_scores_gemma":[0.00197283,0.001914558,0.9774253,0.0003696696,0.0002782289,0.00005444972,0.00006626058,0.002615934,0.0001051386,0.0003651448,0.01454695,0.0002854998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755818,0.01962114,0.00004154502,0.002659803,0.0006233251,0.001038197,0.00002313963,0.0001365436,0.0002744556],"genre_scores_gemma":[0.9889019,0.009706328,0.0001371738,0.0001785876,0.0002865214,0.0001039211,0.00003411976,0.00005091806,0.0006006062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09873098,"threshold_uncertainty_score":0.8585799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213095209282077,"score_gpt":0.4244952925206286,"score_spread":0.3031857715924208,"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."}}