{"id":"W6930504349","doi":"10.5281/zenodo.1289990","title":"cfe-lab/MiCall: HCV Reports","year":2018,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"","keywords":"Hepatitis C virus; Hepacivirus; Hepatitis C; MEDLINE; Disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004697973,0.002723882,0.00109685,0.00493536,0.001127866,0.004089701,0.002612912,0.001998057,0.522752],"category_scores_gemma":[0.02051705,0.001673354,0.001464845,0.002141139,0.0005279077,0.00463584,0.004577967,0.002359578,0.5497842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544126,"about_ca_system_score_gemma":0.001535919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004093317,"about_ca_topic_score_gemma":0.003661932,"domain_scores_codex":[0.9971004,0.0004876301,0.0003193796,0.000547913,0.001138391,0.0004063037],"domain_scores_gemma":[0.9863111,0.002730003,0.001021413,0.004273878,0.003792376,0.00187116],"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":[0.0002315805,0.00003314851,0.0009008097,0.0002332646,0.00001469919,0.00008699529,0.00005865444,0.000065698,0.0008661693,0.00102326,0.9561539,0.04033169],"study_design_scores_gemma":[0.0001009696,0.00002486166,0.001706637,0.0001469584,0.00001308535,0.0002384784,0.00003661509,0.0002875077,0.004664363,0.001705896,0.9910222,0.00005241009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.004030225,0.001077989,0.03523867,0.006861375,0.003797475,0.001052172,0.2826661,0.411298,0.2539779],"genre_scores_gemma":[0.01922561,0.001284501,0.04699193,0.007025394,0.001970386,0.000935799,0.431988,0.2447894,0.245789],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.522752,"threshold_uncertainty_score":0.6807363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03074271728781094,"score_gpt":0.264700953380843,"score_spread":0.233958236093032,"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."}}