{"id":"W7094413286","doi":"","title":"Avant-propos","year":2024,"lang":"fr","type":"other","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Point (geometry); Quarter (Canadian coin); Adoration","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00215208,0.0008059316,0.0004673178,0.001377458,0.004787584,0.007980588,0.001306293,0.002796308,0.1976176],"category_scores_gemma":[0.009354091,0.0003314331,0.0006067248,0.001205708,0.001848632,0.004515268,0.003946473,0.003545526,0.09609849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003526167,"about_ca_system_score_gemma":0.004832269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006707392,"about_ca_topic_score_gemma":0.01266325,"domain_scores_codex":[0.9973052,0.0006670321,0.0001124736,0.0005981816,0.0009189685,0.0003982051],"domain_scores_gemma":[0.9965179,0.0006177917,0.0001824822,0.0004279857,0.0012314,0.001022478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000115292,0.00008684731,0.002499081,0.0003965644,0.00002002071,0.00102223,0.007487436,0.0001534666,0.0008476212,0.1474529,0.6904358,0.1494829],"study_design_scores_gemma":[0.000002135231,0.000008716734,0.0002336937,0.0001074494,0.000002836751,0.0002349064,0.000850294,0.00002500407,0.0001263885,0.002067273,0.9963359,0.000005406493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01040565,0.01810626,0.006637175,0.07581636,0.03496104,0.0001693627,0.001627448,0.0007679087,0.8515088],"genre_scores_gemma":[0.03787557,0.0068243,0.003000607,0.01405448,0.003445993,0.0001075994,0.001012661,0.0005190204,0.9331598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8023825,"threshold_uncertainty_score":0.6610966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03025594716734828,"score_gpt":0.2613765588064308,"score_spread":0.2311206116390825,"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."}}