{"id":"W7161948653","doi":"10.82308/12861","title":"An epidemiological model and description of the occurrence, severity and long-term characteristics of prmature infants with bronchopulmonary dysplasia","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung disease; Respiratory disease; Risk factor; Epidemiology; Congenital disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004963764,0.001011259,0.00121408,0.002428978,0.0004305442,0.002049601,0.002236008,0.002166044,0.006092328],"category_scores_gemma":[0.01243944,0.0007487601,0.002025524,0.001612991,0.0006281177,0.001354578,0.0009494862,0.001787163,0.001079753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218654,"about_ca_system_score_gemma":0.00186936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02215623,"about_ca_topic_score_gemma":0.00993677,"domain_scores_codex":[0.9983491,0.0009471275,0.00007935224,0.000334268,0.00009795788,0.0001922533],"domain_scores_gemma":[0.9931387,0.004979165,0.0007393457,0.0004358687,0.0004968417,0.0002100003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001259851,0.0005731949,0.2934574,0.000406569,0.001621621,0.001326566,0.0008796506,0.6302274,0.001553627,0.03388586,0.003660762,0.03114749],"study_design_scores_gemma":[0.0001062365,0.0003488344,0.02640898,0.00007562261,0.0004039998,0.0006836173,0.0001811231,0.9603474,0.0001470776,0.008242456,0.003007915,0.00004680684],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.689643,0.003739601,0.2812851,0.005103917,0.0003276083,0.0005400191,0.009271171,0.0008782973,0.009211278],"genre_scores_gemma":[0.9467087,0.00257237,0.02676575,0.0002352885,0.0002116507,0.0009880983,0.004095085,0.0000732792,0.01834976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02215623,"threshold_uncertainty_score":0.04405457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04241692361134328,"score_gpt":0.363403959907292,"score_spread":0.3209870362959487,"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."}}