{"id":"W3210566649","doi":"10.5281/zenodo.20181398","title":"neurostuff/NiMARE: 0.0.9rc2","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","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":[0.005216098,0.002668605,0.001968286,0.004357491,0.001211585,0.005781765,0.006302182,0.00255212,0.7104457],"category_scores_gemma":[0.03137944,0.003039272,0.002618312,0.003163658,0.001016006,0.007753706,0.006845398,0.002202112,0.7006184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003060739,"about_ca_system_score_gemma":0.00284454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009746868,"about_ca_topic_score_gemma":0.01114467,"domain_scores_codex":[0.9973074,0.0004059604,0.0002818355,0.0006254112,0.001041521,0.0003379196],"domain_scores_gemma":[0.9833399,0.004448962,0.000999862,0.004663411,0.005124094,0.001423817],"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":[0.0002033041,0.0000143986,0.0002475528,0.000479527,0.00004743862,0.00002858233,0.00008336249,0.00004206803,0.0003392666,0.0006333477,0.9790183,0.01886296],"study_design_scores_gemma":[0.000301234,0.00004168401,0.001936175,0.0003778008,0.00006745012,0.0001601005,0.00007419987,0.0002688871,0.003258686,0.003360884,0.9900393,0.0001135589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0006390619,0.000615019,0.01604201,0.00158879,0.0006659597,0.0006724778,0.2363218,0.6658512,0.07760371],"genre_scores_gemma":[0.00686994,0.0005846996,0.02795828,0.003955725,0.0004407036,0.00197921,0.1924348,0.6869872,0.07878942],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.7104457,"threshold_uncertainty_score":0.4130141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0734507676061595,"score_gpt":0.412314568001928,"score_spread":0.3388638003957685,"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."}}