{"id":"W6931281578","doi":"10.5281/zenodo.5604585","title":"neurostuff/NiMARE: 0.0.11rc1","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"","keywords":"Python (programming language); Software; Contrast (vision); Visualization; Graphical display","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":[0.002094855,0.002363928,0.001463102,0.002071167,0.001128591,0.004125988,0.004333748,0.001897335,0.455164],"category_scores_gemma":[0.01058185,0.002264795,0.001390706,0.001740462,0.0007070084,0.004641591,0.004910526,0.00269074,0.652507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001452648,"about_ca_system_score_gemma":0.001614439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00630894,"about_ca_topic_score_gemma":0.006907602,"domain_scores_codex":[0.9985557,0.000107868,0.0001027228,0.0003017367,0.0007332324,0.0001987244],"domain_scores_gemma":[0.9957022,0.0006748298,0.0002117789,0.001439753,0.001495705,0.0004757868],"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":[0.0001102183,0.00001203341,0.0001722378,0.0001309629,0.000011903,0.00002694604,0.00004053865,0.00008740139,0.0006135689,0.0008663583,0.9818074,0.01612048],"study_design_scores_gemma":[0.00008821572,0.0000203766,0.0009665691,0.0001091109,0.00001797317,0.0001425755,0.00003171498,0.0007781432,0.006376738,0.003980754,0.9874127,0.00007510326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0007295241,0.0003025326,0.0302513,0.0007450543,0.000723911,0.0001692383,0.1126732,0.7933109,0.06109429],"genre_scores_gemma":[0.006137695,0.0003567703,0.02571776,0.001625591,0.0002819712,0.0006383933,0.2089906,0.6729792,0.08327205],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.455164,"threshold_uncertainty_score":0.7771424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04130424175306946,"score_gpt":0.2823600391507152,"score_spread":0.2410557973976458,"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."}}