{"id":"W7093705497","doi":"","title":"Preface","year":2021,"lang":"en","type":"book-chapter","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":"Quarter (Canadian coin); TUTOR; Position (finance); Period (music)","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":[0.0003999248,0.000748223,0.000524171,0.002412612,0.002016362,0.002655671,0.0008000275,0.0008526963,0.3271335],"category_scores_gemma":[0.002643445,0.0002411861,0.000278772,0.001936556,0.0006963873,0.002223528,0.001209353,0.002385425,0.1710816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001695371,"about_ca_system_score_gemma":0.00115642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004428981,"about_ca_topic_score_gemma":0.005933794,"domain_scores_codex":[0.9996526,0.00004932487,0.00001851536,0.00005702631,0.0001949012,0.0000276254],"domain_scores_gemma":[0.9988878,0.0003002028,0.00005149675,0.00008588559,0.0005227345,0.0001519544],"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":[0.00001303601,0.00001884608,0.0000520611,0.00009364378,0.000001067746,0.00006303457,0.0002092178,0.00006624772,0.0001362769,0.01281209,0.9446687,0.04186584],"study_design_scores_gemma":[7.064239e-7,0.000002897697,0.00007873209,0.0000620691,2.927349e-7,0.00005830952,0.00004508192,0.00001014699,0.00002050059,0.001022256,0.9986975,0.00000136888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000729768,0.01424684,0.001796055,0.006537859,0.02543074,0.0001379374,0.001956625,0.0003993671,0.9487647],"genre_scores_gemma":[0.002554498,0.006317109,0.0008526735,0.001842652,0.004542878,0.00006881166,0.001516269,0.0003024008,0.9820027],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3271335,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04112309609886146,"score_gpt":0.2543426581798464,"score_spread":0.2132195620809849,"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."}}