{"id":"W6931310989","doi":"10.5281/zenodo.3339668","title":"NeuroHub Platform Brief Introduction Presentation","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Presentation (obstetrics); Key (lock); Photography; Case presentation","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":[0.00234832,0.0009866665,0.0005904253,0.001566577,0.001406962,0.006225371,0.001450022,0.002719194,0.4419274],"category_scores_gemma":[0.006111553,0.0004746479,0.00045573,0.0009215499,0.0003852399,0.004051505,0.002404432,0.003461582,0.3237709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159242,"about_ca_system_score_gemma":0.002023902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003185772,"about_ca_topic_score_gemma":0.003885464,"domain_scores_codex":[0.9990421,0.0001072406,0.00004349665,0.000142332,0.0005447729,0.0001200667],"domain_scores_gemma":[0.9959934,0.0004244259,0.0001221099,0.0002152357,0.002311077,0.0009337473],"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":[0.00004207685,0.00001858646,0.00002592517,0.00003520081,8.990702e-7,0.00004616833,0.00001756527,0.0000419548,0.0004080825,0.0009712264,0.9792591,0.01913328],"study_design_scores_gemma":[0.00001187981,0.00001955558,0.00008804198,0.00003863924,0.000001016205,0.0000575341,0.00002181057,0.0001057511,0.0002172066,0.0007391019,0.9986898,0.000009550675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002409793,0.005167488,0.04282138,0.06193615,0.1427293,0.002270939,0.01857089,0.03769439,0.6863998],"genre_scores_gemma":[0.00487204,0.002598095,0.007849112,0.008997687,0.02121554,0.0007581018,0.009438204,0.004891531,0.9393796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4419274,"threshold_uncertainty_score":0.7960228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706634350099952,"score_gpt":0.229823291028055,"score_spread":0.2027569475270555,"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."}}