{"id":"W4256026560","doi":"10.1002/ppul.22569","title":"Reply","year":2012,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Children's Hospital","funders":"","keywords":"Citation; Medicine; Library science; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001739329,0.0001102987,0.0002551552,0.0001424684,0.00004341885,0.000003205902,0.00005819041,0.0000768561,0.0003687004],"category_scores_gemma":[0.0005309739,0.00009390677,0.00007028105,0.0002228583,0.00004127492,0.00006575537,0.00007835861,0.0001475477,0.001802819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004342387,"about_ca_system_score_gemma":0.00004218571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002084908,"about_ca_topic_score_gemma":0.00000133603,"domain_scores_codex":[0.9990504,0.00002959781,0.0002171008,0.0001460187,0.00011281,0.0004440966],"domain_scores_gemma":[0.9993269,0.0001324272,0.00005342908,0.0002704713,0.00004686407,0.0001699378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002998397,0.000153183,0.9707943,0.000047782,0.00004390915,0.00002612987,0.0002500569,5.1558e-8,0.00009882142,0.0002835566,0.01762963,0.01064257],"study_design_scores_gemma":[0.0005022983,0.0001042952,0.9034699,0.000001725829,0.0002698541,0.00030433,0.00008401072,0.00001193607,0.00005439519,0.0002002667,0.09486558,0.0001314524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526337,0.006147553,0.00006795253,0.003904746,0.0005602774,0.0002055525,0.000002737562,0.0001450702,0.03633244],"genre_scores_gemma":[0.9935591,0.0004007322,0.0008863924,0.00169897,0.001504595,0.00003885331,0.000004867893,0.00001687659,0.001889613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07723595,"threshold_uncertainty_score":0.9989744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02112317174527787,"score_gpt":0.2787100015584393,"score_spread":0.2575868298131614,"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."}}