{"id":"W2088097177","doi":"10.1016/j.earlhumdev.2008.09.110","title":"Very high use of health care services of extremely low gestational age neonates","year":2008,"lang":"en","type":"article","venue":"Early Human Development","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université de Montréal; McGill University","funders":"","keywords":"Gestational age; Medicine; Pediatrics; Pregnancy; Biology","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":[0.0002713768,0.0001544202,0.000420201,0.0002842391,0.0002025947,0.00000843369,0.0001446657,0.00006797078,0.0001857857],"category_scores_gemma":[0.00004173837,0.0001457487,0.00004877672,0.0002136805,0.0001469523,0.0001414997,0.00008705442,0.0001959356,0.00003226738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002950973,"about_ca_system_score_gemma":0.001909183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202808,"about_ca_topic_score_gemma":0.0002151974,"domain_scores_codex":[0.9975218,0.0000874951,0.000738852,0.0002666694,0.001026253,0.0003589103],"domain_scores_gemma":[0.9986889,0.0001105453,0.0002483977,0.0002637921,0.0004606273,0.0002276849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001149929,0.0009284036,0.7150123,0.01900797,0.0003281237,0.0008866685,0.06356434,0.00003980011,0.007850439,0.0009018761,0.001745491,0.1885846],"study_design_scores_gemma":[0.001295773,0.0004482408,0.978556,0.0004495562,0.000003904257,0.000008656848,0.00009499026,0.000001343635,0.007315831,0.00001558882,0.01170387,0.0001062886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968163,0.002415314,0.00001396117,0.0001111325,0.00004252185,0.0004825947,0.00001514359,0.00002871016,0.00007431422],"genre_scores_gemma":[0.9926461,0.0001220213,0.00570847,0.000409654,0.00003122026,0.00002722954,0.0001446821,0.00002739361,0.0008832549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2635436,"threshold_uncertainty_score":0.5943457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09288961332845294,"score_gpt":0.3459605810083792,"score_spread":0.2530709676799263,"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."}}