{"id":"W7095423700","doi":"","title":"APPROVAL","year":2016,"lang":"en","type":"article","venue":"","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Legislation; Control (management); Reproduction","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":[0.009615622,0.0007057145,0.0009068837,0.001903853,0.002596303,0.005874627,0.002347701,0.00363258,0.6087649],"category_scores_gemma":[0.0424482,0.00064636,0.0007992004,0.001172001,0.001481361,0.002520454,0.002129715,0.003978937,0.3589886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001822034,"about_ca_system_score_gemma":0.01002845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002403627,"about_ca_topic_score_gemma":0.005810843,"domain_scores_codex":[0.9910716,0.002185237,0.0007026606,0.00107844,0.004102503,0.0008595535],"domain_scores_gemma":[0.9783578,0.002972307,0.0006714756,0.003779776,0.01168527,0.002533446],"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":[0.000286472,0.00006752687,0.0006521973,0.0004512381,0.00001224555,0.0004090794,0.0002699211,0.00005073414,0.0007486958,0.01438481,0.8753092,0.1073579],"study_design_scores_gemma":[0.00005042741,0.00003211303,0.0004806887,0.0004027362,0.000006312206,0.000432247,0.0001409855,0.00003492964,0.0002324315,0.001636282,0.9965442,0.00000669054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002303127,0.00260126,0.007283978,0.02360829,0.01040174,0.003799269,0.008874142,0.001559108,0.9395691],"genre_scores_gemma":[0.01700694,0.002580944,0.006217442,0.01573749,0.00279306,0.003973959,0.01146464,0.001406637,0.9388189],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3912351,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947997672201738,"score_gpt":0.2626057762508497,"score_spread":0.2431257995288324,"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."}}