{"id":"W155760217","doi":"10.1155/2012/606507","title":"Health Care Utilization by Preterm Infants with Respiratory Complications in Quebec","year":2012,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Bronchopulmonary dysplasia; Pediatrics; Respiratory distress; Asthma; Depression (economics); Cohort; Medical prescription; Emergency medicine; Emergency department; Cohort study; Pregnancy; Psychiatry; Gestational age; Internal medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002898056,0.0001651987,0.0001912808,0.000923456,0.0006916624,0.0006064588,0.0005262285,0.0002627491,0.002000044],"category_scores_gemma":[0.001470941,0.0001510926,0.0003338372,0.002032801,0.0001870497,0.0002101606,0.0003846923,0.0003415034,0.000144657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01270211,"about_ca_system_score_gemma":0.007531756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.976289,"about_ca_topic_score_gemma":0.9760522,"domain_scores_codex":[0.9996545,0.00005230863,0.00002646949,0.00004277465,0.0001001753,0.0001236968],"domain_scores_gemma":[0.9987555,0.0001202128,0.000455826,0.00002898195,0.0003736205,0.0002658303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002926194,0.00001912692,0.9928791,0.00003715131,0.00004705026,0.0001423992,0.0001568323,0.000254381,0.0001101596,0.00004341779,0.00154678,0.004734416],"study_design_scores_gemma":[0.000003407951,0.00001388646,0.9988096,0.00002875386,0.000008679855,0.00006666328,0.0001521835,0.0003384685,0.00002152544,0.000007122511,0.0005461309,0.000003672335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875821,0.001403141,0.00008584925,0.0004426482,0.000009765562,0.00002621255,0.008988045,0.00001514889,0.001447167],"genre_scores_gemma":[0.9952227,0.0007625751,0.0001182867,0.00009218587,0.000005894443,0.00002199338,0.003247725,0.000002505449,0.0005260441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02371103,"threshold_uncertainty_score":0.09216064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08023016662489393,"score_gpt":0.3858807867356516,"score_spread":0.3056506201107577,"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."}}