{"id":"W4295898656","doi":"10.1080/21678421.2022.2122845","title":"ALSUntangled #67: rituximab","year":2022,"lang":"en","type":"review","venue":"Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"ALS Association","keywords":"Rituximab; Medicine; Ask price; Oncology; Immunology; Lymphoma; Business","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006153077,0.001046804,0.003086439,0.0004450439,0.0007135603,0.0003538934,0.0003648474,0.0007300895,0.003659815],"category_scores_gemma":[0.00006345672,0.000804403,0.0008927168,0.0005926807,0.0002213495,0.0004332351,0.000498825,0.001308276,0.0002106817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009215664,"about_ca_system_score_gemma":0.0004424257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006776453,"about_ca_topic_score_gemma":0.0000525803,"domain_scores_codex":[0.9942684,0.0006539539,0.001488951,0.001456116,0.001178295,0.0009543022],"domain_scores_gemma":[0.9977067,0.00009461022,0.000540796,0.0009115648,0.0001171647,0.000629221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001648075,0.0004240065,0.0002157813,0.00427506,0.0004484025,0.0001438322,0.000104374,0.00000241395,0.0002232208,0.0003317331,0.003779966,0.9898864],"study_design_scores_gemma":[0.002457401,0.000780581,0.001838654,0.003379951,0.001216597,0.0002706036,0.000008370687,0.0002672089,0.000005133558,0.00008896988,0.9887038,0.0009827191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005828196,0.9899729,0.00003406963,0.0004289954,0.0005732048,0.002283328,0.0001554174,0.0002195111,0.0005043639],"genre_scores_gemma":[0.005095657,0.9868312,0.0008971159,0.0003477658,0.001110149,0.0007692549,0.002343909,0.0002350663,0.002369881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9889037,"threshold_uncertainty_score":0.9994407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1487609324159875,"score_gpt":0.3396171566551849,"score_spread":0.1908562242391974,"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."}}