{"id":"W7003390855","doi":"","title":"Lashom-Laval","year":2009,"lang":"en","type":"book-chapter","venue":"DIAL (Catholic University of Leuven)","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006365649,0.000243599,0.00053895,0.000201721,0.00007980166,0.000007301946,0.000202257,0.0004120167,0.0006318406],"category_scores_gemma":[0.00001396279,0.0002973409,0.0003658851,0.00002943964,0.0002228643,0.00005110966,0.0000786145,0.0003986257,0.0002155732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009180236,"about_ca_system_score_gemma":0.0002754378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001123302,"about_ca_topic_score_gemma":0.00005883579,"domain_scores_codex":[0.9990095,0.00001312229,0.0001566279,0.0003006432,0.0003079264,0.0002121923],"domain_scores_gemma":[0.9990794,0.00002054975,0.0001716067,0.0003943694,0.00011267,0.0002214037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001248266,0.0001788873,0.0003964854,0.0003328278,0.0004108138,0.00289338,0.003145609,0.000001936205,0.0007892455,0.01029791,0.01370415,0.9666005],"study_design_scores_gemma":[0.00131626,0.0004295883,0.001643313,0.0002867573,0.0002938867,0.0001144518,0.0000302308,0.000003368623,0.00006566743,0.0005564693,0.9949926,0.0002674394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03445122,0.0004205744,0.00002011184,0.0005709552,0.0002115215,0.0002744423,0.0001649809,0.00008760099,0.9637986],"genre_scores_gemma":[0.09898487,0.001680484,0.0004869408,0.0002895929,0.0005570411,9.053645e-8,0.0003028773,0.00004228754,0.8976558],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9812884,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372263171996967,"score_gpt":0.198857772443412,"score_spread":0.1851351407234423,"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."}}