{"id":"W7073541824","doi":"","title":"Autonomous and intelligent systems second international conference, AIS 2011, Burnaby, BC, Canada, June 22 - 24, 2011 ; proceedings","year":2011,"lang":"en","type":"article","venue":"","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Intelligent decision support system; Automation; Expert system; Intelligent control; Information system","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":[0.002663338,0.001120311,0.001160078,0.001046815,0.002130858,0.00413982,0.001293815,0.001161808,0.03706371],"category_scores_gemma":[0.002650705,0.0004266164,0.0005060218,0.000996387,0.001316009,0.001353895,0.001732913,0.002202282,0.0138109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005179625,"about_ca_system_score_gemma":0.01153468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2883215,"about_ca_topic_score_gemma":0.4968647,"domain_scores_codex":[0.9991841,0.000136623,0.00003231703,0.0001032238,0.0003739884,0.0001698052],"domain_scores_gemma":[0.9972709,0.0002573338,0.00002707301,0.0001737078,0.001901567,0.0003694626],"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":[0.0003708009,0.0001981647,0.001873226,0.0002130181,0.00006791154,0.0001283921,0.0005393645,0.00321232,0.003498385,0.00532652,0.7140239,0.2705481],"study_design_scores_gemma":[0.00004754561,0.0001210139,0.007456793,0.0002281445,0.00008597272,0.0001712487,0.001466772,0.02129019,0.005420771,0.005413454,0.9582376,0.0000605323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06564052,0.06998857,0.3219153,0.05738644,0.05365824,0.001046854,0.01052993,0.01193849,0.4078957],"genre_scores_gemma":[0.07201622,0.02064958,0.05340674,0.00129122,0.001262102,0.0002040152,0.008380564,0.0008702481,0.8419193],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2883215,"threshold_uncertainty_score":0.5732865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03516858881672973,"score_gpt":0.2367816320667396,"score_spread":0.2016130432500099,"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."}}