{"id":"W6892771165","doi":"10.5281/zenodo.12252220","title":"Harmony test pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harmony (color); Test (biology); Trisomy; Prenatal screening; Genetic counseling; Genetic testing","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":["insufficient_payload"],"category_scores_codex":[0.001084701,0.00137988,0.001202067,0.002514574,0.001810658,0.007020174,0.00274513,0.002695219,0.8838862],"category_scores_gemma":[0.00797764,0.0008668099,0.001075268,0.001913824,0.0009799709,0.006374225,0.002962667,0.00253638,0.7868245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324114,"about_ca_system_score_gemma":0.001735939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003384409,"about_ca_topic_score_gemma":0.004696999,"domain_scores_codex":[0.9979483,0.00009162578,0.00009112281,0.0001799072,0.001519278,0.0001697229],"domain_scores_gemma":[0.9949909,0.0005581158,0.0001058914,0.0006255225,0.00327992,0.0004396884],"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":[0.00007432479,0.00004197188,0.00007046244,0.0002024191,0.000003605951,0.00009282715,0.00004282853,0.0001364501,0.0009279393,0.001866561,0.9331714,0.06336924],"study_design_scores_gemma":[0.00002552227,0.00004530358,0.0003972212,0.00007766011,0.000004544592,0.0001590888,0.00009213364,0.000169589,0.001660392,0.001200504,0.9961473,0.00002075708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009219717,0.0006090358,0.004144395,0.001443132,0.003957435,0.0003898338,0.007401423,0.009551157,0.9715817],"genre_scores_gemma":[0.004090572,0.0004478528,0.001511629,0.000927505,0.000482135,0.000131468,0.00427071,0.00450666,0.9836315],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1161138,"threshold_uncertainty_score":0.1656223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05342495564857194,"score_gpt":0.212063408234742,"score_spread":0.1586384525861701,"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."}}