{"id":"W6950890011","doi":"10.5683/sp2/qvj5i8","title":"Headache CC","year":2021,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Disease; Feature (linguistics); MEDLINE; Central nervous system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004285167,0.002356749,0.001445268,0.001864682,0.0007996769,0.001406449,0.001432007,0.002673279,0.04197186],"category_scores_gemma":[0.005519048,0.0004064797,0.001852129,0.001725519,0.0003388728,0.0009129869,0.001261005,0.001006932,0.04352971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050111,"about_ca_system_score_gemma":0.001829702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0320158,"about_ca_topic_score_gemma":0.0561122,"domain_scores_codex":[0.999396,0.00005340663,0.00007915014,0.0002618103,0.0001003152,0.0001093596],"domain_scores_gemma":[0.9988544,0.0003756661,0.0001383232,0.0002710526,0.0002337232,0.0001267203],"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":[0.0007256597,0.00006169113,0.006785539,0.001950636,0.0001509136,0.0003886945,0.00002605762,0.0006877462,0.0006527475,0.0003179171,0.9671396,0.02111277],"study_design_scores_gemma":[0.001664653,0.0002266121,0.05042103,0.00174402,0.0006568333,0.003223089,0.0001633247,0.003527244,0.003716208,0.003934816,0.9305894,0.0001328179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00344724,0.001276109,0.0003796608,0.0002232722,0.0001577252,0.00008093526,0.9890765,0.001159234,0.004199359],"genre_scores_gemma":[0.008141049,0.0005348923,0.0006894605,0.0002758351,0.00006317371,0.0001076671,0.9878033,0.0001149422,0.002269706],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04197186,"threshold_uncertainty_score":0.1404099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041905001875675,"score_gpt":0.2953422077613084,"score_spread":0.2649231577425517,"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."}}