{"id":"W2894611879","doi":"10.18484/2305-0047.2018.4.496","title":"Congenital Cystic Lung Malformation in Newborns","year":2018,"lang":"en","type":"article","venue":"Novosti hirurgii","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Lung; Medicine; Pediatrics; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004295328,0.0003682467,0.0003004917,0.002620135,0.000624634,0.0005117393,0.0004476125,0.0008298837,0.004538625],"category_scores_gemma":[0.002249725,0.0002793795,0.0003420819,0.0009203211,0.0009071027,0.0007964316,0.0007948913,0.0005089534,0.0003867476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004092589,"about_ca_system_score_gemma":0.00061835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003096245,"about_ca_topic_score_gemma":0.002750162,"domain_scores_codex":[0.9996878,0.00005252733,0.00005888136,0.00004144512,0.0000452579,0.0001141039],"domain_scores_gemma":[0.9994147,0.0001609217,0.0001088873,0.00002641944,0.00004871277,0.0002403803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001360314,0.00007097219,0.9034103,0.00006749376,0.00001984625,0.08807167,0.0003997712,0.00008361506,0.00197695,0.0003429635,0.0004116406,0.005008839],"study_design_scores_gemma":[0.00001075943,0.0003232529,0.8304594,0.0001323917,0.00005258471,0.16366,0.001655137,0.0002620989,0.001781884,0.0003103529,0.001332055,0.00002012899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989739,0.002156632,0.00011748,0.0002171282,0.00005000254,0.00002225022,0.0001736496,0.0000147086,0.007509199],"genre_scores_gemma":[0.9976183,0.001239538,0.000122461,0.00005285385,0.00007029731,0.000009812643,0.0001217663,0.0000038713,0.0007610947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004538625,"threshold_uncertainty_score":0.01518321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521857936652646,"score_gpt":0.287242861207438,"score_spread":0.2720242818409116,"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."}}