{"id":"W4398404091","doi":"10.7910/dvn/ngg3g9","title":"HRA data","year":2018,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","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":[0.001356704,0.001799653,0.00131241,0.003634007,0.001230389,0.002282905,0.003430308,0.002557365,0.09305865],"category_scores_gemma":[0.007065515,0.0005826873,0.001513356,0.005192636,0.0006169004,0.001377077,0.002033836,0.002208616,0.1290707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323528,"about_ca_system_score_gemma":0.003120955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02959913,"about_ca_topic_score_gemma":0.04484373,"domain_scores_codex":[0.9984635,0.0002413178,0.0001856006,0.0004503881,0.0003989135,0.0002603318],"domain_scores_gemma":[0.9962305,0.000667385,0.0002729009,0.001132783,0.001331445,0.0003649444],"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":[0.00008323433,0.00005893232,0.001155135,0.0003217956,0.00002371739,0.00002671582,0.000024761,0.0003474654,0.0001770885,0.0004192526,0.9945691,0.002792839],"study_design_scores_gemma":[0.0003335147,0.00003783515,0.009115838,0.000253984,0.00004808616,0.00009524193,0.000258444,0.001105259,0.0008609176,0.001330328,0.9865079,0.00005259699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004093798,0.00003740636,0.00006410105,0.00008840732,0.00004219433,0.00002776281,0.9981654,0.0002577927,0.0009075718],"genre_scores_gemma":[0.0008995101,0.00002896678,0.0003215648,0.00006203234,0.00001309485,0.0001231722,0.9974875,0.00004706888,0.001017083],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9069414,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04582458979527516,"score_gpt":0.3173667554243855,"score_spread":0.2715421656291104,"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."}}