{"id":"W2945400679","doi":"10.1080/21678421.2019.1612920","title":"Speech network regional involvement in bulbar ALS: a multimodal structural MRI study","year":2019,"lang":"en","type":"article","venue":"Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; University of Toronto; University Health Network; Health Sciences Centre; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Psychology; Audiology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004535947,0.0002733171,0.0004684691,0.0001156884,0.0001624605,0.0001136017,0.00008715374,0.0001657689,0.000338372],"category_scores_gemma":[0.000008721228,0.0002093544,0.0000898495,0.0002124544,0.00005437306,0.0002844144,0.00008576276,0.0003537888,0.00004994389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001761674,"about_ca_system_score_gemma":0.00006922676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004082065,"about_ca_topic_score_gemma":0.001584044,"domain_scores_codex":[0.9977018,0.0001572263,0.0005208516,0.0005699837,0.0005438811,0.0005062198],"domain_scores_gemma":[0.9993106,0.00001667748,0.00009203863,0.0002894146,0.0001040752,0.000187165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005805005,0.0002247704,0.9782133,0.00006450809,0.00004893477,0.00005941787,0.0006121406,0.0009151935,0.009900096,0.0002602991,0.0004954359,0.008625453],"study_design_scores_gemma":[0.003430012,0.0008939418,0.8300164,0.00009256662,0.00002712381,0.00001883664,0.00008713391,0.1647157,0.000207133,0.0001979692,0.00006478908,0.0002483464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961627,0.0004490786,0.00003343148,0.001464812,0.0002387066,0.001512235,0.000005422102,0.00004108923,0.0000925076],"genre_scores_gemma":[0.9928689,0.0001424803,0.004969896,0.000443008,0.0005987071,0.00006009635,0.000127852,0.00002809376,0.0007609812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1638005,"threshold_uncertainty_score":0.8537225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999196349342984,"score_gpt":0.267856043868628,"score_spread":0.2378640803751982,"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."}}