{"id":"W7073718556","doi":"","title":"Canadian Clinicians and Patients Need Clean, Clear Knowledge","year":2006,"lang":"en","type":"other","venue":"DigitalGeorgetown (Georgetown University Library)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"MEDLINE; Government (linguistics); Public health; Health care; Agency (philosophy)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005468745,0.0006871248,0.000880175,0.001238732,0.0001985886,0.0001463361,0.0004274442,0.0009419537,0.0008238146],"category_scores_gemma":[0.0001277317,0.0007438196,0.0002846354,0.0006845842,0.0003061718,0.0005297552,0.000410875,0.0006223908,0.0004156325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234952,"about_ca_system_score_gemma":0.000801339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05189723,"about_ca_topic_score_gemma":0.04219582,"domain_scores_codex":[0.9974787,0.0000741365,0.0003582593,0.0008832086,0.0003163814,0.0008892639],"domain_scores_gemma":[0.9975041,0.0001429764,0.0002315784,0.0006749262,0.00007342691,0.001373051],"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":[0.0001328448,0.0002636831,0.0952823,0.0001490836,0.0001637089,0.0003371443,0.0000425799,3.751397e-7,2.389714e-7,0.001125128,0.8928756,0.009627311],"study_design_scores_gemma":[0.002129139,0.0003416975,0.03352676,0.0006070596,0.0002609428,0.000008991971,0.0001327652,0.0000185197,0.00001434774,0.00008113603,0.9621284,0.000750264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004836794,0.0005089762,0.000009850626,0.001649019,0.0003858013,0.000748322,0.001926578,0.0009799044,0.9889548],"genre_scores_gemma":[0.02923543,0.0004206793,0.0005947382,0.0005766622,0.0004095557,0.000001288598,0.004673211,0.0006649682,0.9634235],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06925278,"threshold_uncertainty_score":0.9995013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005688767476913034,"score_gpt":0.1845587240431356,"score_spread":0.1788699565662226,"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."}}