{"id":"W4390261552","doi":"10.1016/j.jns.2023.121833","title":"MOGAD and the MOG/AQP4 testing landscape in Alberta, Canada","year":2023,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003153777,0.0005082953,0.0003831128,0.001877725,0.002670186,0.002777283,0.002768002,0.0009804926,0.006560793],"category_scores_gemma":[0.006170919,0.0004757314,0.000300372,0.002901518,0.002181465,0.001048159,0.001198695,0.001085142,0.0006875317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04752255,"about_ca_system_score_gemma":0.07875734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9875131,"about_ca_topic_score_gemma":0.9940882,"domain_scores_codex":[0.9972858,0.000255052,0.00007711455,0.0002828359,0.001091957,0.001007111],"domain_scores_gemma":[0.9912083,0.001029821,0.0001990457,0.0002623665,0.00562339,0.001676951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0020461,0.0008990091,0.2503893,0.0003515455,0.0001349906,0.002546403,0.001576851,0.1346347,0.008446612,0.05103404,0.1934229,0.3545176],"study_design_scores_gemma":[0.0003807603,0.0007727802,0.367161,0.0004990777,0.0001333185,0.001566068,0.01549025,0.2940401,0.009437727,0.024229,0.285944,0.0003460038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8315655,0.003979998,0.01301983,0.03128446,0.0003324595,0.0003018529,0.01243174,0.002703828,0.1043803],"genre_scores_gemma":[0.940085,0.0008626209,0.0134842,0.001753336,0.00003315595,0.00002819249,0.004723578,0.0003014089,0.03872855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04752255,"threshold_uncertainty_score":0.3448018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03300220710787488,"score_gpt":0.2482242989817469,"score_spread":0.2152220918738721,"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."}}