{"id":"W7067938042","doi":"","title":"Zooids","year":2023,"lang":"en","type":"book-chapter","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Google (Canada)","funders":"","keywords":"","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":[0.0003228955,0.0007108143,0.0004611089,0.001946188,0.001823002,0.002227327,0.000684949,0.001066559,0.3807091],"category_scores_gemma":[0.0005291195,0.0002430226,0.0002829285,0.001401483,0.0007574495,0.001693293,0.002235996,0.001592167,0.158847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035153,"about_ca_system_score_gemma":0.0009371159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003621777,"about_ca_topic_score_gemma":0.009207864,"domain_scores_codex":[0.9997204,0.00004388204,0.00001232748,0.00005889935,0.0001226973,0.00004181898],"domain_scores_gemma":[0.9998218,0.00001754522,0.00001294783,0.00002366338,0.00007167017,0.00005237769],"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":[0.0000514045,0.00002643338,0.0002973664,0.0004046067,0.000004471732,0.0002208762,0.0003575982,0.00009660669,0.002072316,0.04367055,0.6575502,0.2952475],"study_design_scores_gemma":[7.835063e-7,0.000002971174,0.0001326138,0.00003283617,5.005897e-7,0.00004352692,0.00003951107,0.000006761907,0.00005326524,0.000542713,0.9991437,8.417636e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006455973,0.006492828,0.0006735165,0.001515253,0.003367876,0.00006172297,0.0008485432,0.00020251,0.9861922],"genre_scores_gemma":[0.002978638,0.003662607,0.0006785555,0.0005778934,0.000519924,0.0000320578,0.0008237148,0.00009148011,0.9906351],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3807091,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221914983215689,"score_gpt":0.2379575168940744,"score_spread":0.2157383670619175,"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."}}