{"id":"W6982542488","doi":"","title":"Information Brokers, Fairness,\\nand Privacy in Publicly Accessible\\nInformation","year":2018,"lang":"en","type":"article","venue":"Arca (British Columbia Electronic Library Network)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; TSG101; Hyporeflexia; Gestational period; Tubulopathy; Diafiltration; Pretext; Subpoena","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000289956,0.0001715893,0.0003470481,0.000123377,0.0002540954,0.001411728,0.0003470393,0.0002246456,0.01323866],"category_scores_gemma":[0.0002232517,0.0002717464,0.0000905993,0.001237422,0.0001288548,0.00775851,0.0002555865,0.000547925,0.00009135045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001316512,"about_ca_system_score_gemma":0.0006008996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004480965,"about_ca_topic_score_gemma":0.0128164,"domain_scores_codex":[0.9975302,0.00006908374,0.0006698989,0.000248306,0.0003909055,0.001091578],"domain_scores_gemma":[0.9989256,0.0001254177,0.0002153791,0.0003948905,0.00009656095,0.000242183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002200339,0.000140925,0.4984384,0.0001049056,0.00005730589,0.00002832761,0.0002025357,0.00005115191,4.626241e-7,0.01699955,0.3389183,0.1448381],"study_design_scores_gemma":[0.007756583,0.002040017,0.3954186,0.001372186,0.00009032121,0.0005982353,0.0001395794,0.00966724,0.00008171002,0.1239592,0.4579628,0.0009135763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4538229,0.001835603,0.0003153161,0.00241691,0.0006020213,0.001777817,0.00003562158,0.001055438,0.5381384],"genre_scores_gemma":[0.9927613,0.0006381221,0.0008489578,0.002558899,0.0007608917,0.00008487143,0.0008698494,0.00003620733,0.001440911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5389385,"threshold_uncertainty_score":0.9999735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005195933128302797,"score_gpt":0.2054845833172481,"score_spread":0.2002886501889453,"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."}}