{"id":"W4307164680","doi":"10.4088/pcc.ar21018ah3c","title":"Like a Game of Chess, Every Move Matters","year":2022,"lang":"en","type":"article","venue":"The Primary Care Companion For CNS Disorders","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Argenx","keywords":"Tolerability; Myasthenia gravis; Asymptomatic; Disease; Medicine; Intensive care medicine; Psychology; Immunology; Surgery; Internal medicine; Adverse effect","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":[0.00016872,0.0001572828,0.0003390212,0.00008533521,0.0001875942,0.000008988224,0.0002687807,0.00002926218,0.000242598],"category_scores_gemma":[0.000007132859,0.0001221159,0.0002898778,0.000195599,0.0001079004,0.00003805905,0.0001978836,0.0001917819,0.000007289405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000159366,"about_ca_system_score_gemma":0.0001207169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000841176,"about_ca_topic_score_gemma":0.00001136,"domain_scores_codex":[0.9988742,0.00006498998,0.0002588836,0.0002206509,0.0003359336,0.0002453673],"domain_scores_gemma":[0.9992185,0.00007843366,0.0001288859,0.0004494559,0.00006522926,0.00005945728],"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":[0.01617574,0.005622684,0.08270817,0.01122831,0.00336812,0.00004568388,0.08632933,0.007894504,0.04168142,0.03208996,0.50306,0.2097961],"study_design_scores_gemma":[0.008507359,0.001744427,0.1450396,0.0001430313,0.0006054742,0.00009108246,0.02078685,0.001296582,0.0006215983,0.004524429,0.8159633,0.0006763273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743237,0.004189548,0.001046754,0.009522549,0.0007174614,0.00221308,0.0003565951,0.0001349396,0.007495355],"genre_scores_gemma":[0.9941519,0.00004480513,0.0001655939,0.004378307,0.00004132526,0.0001650266,0.0003912292,0.00004321483,0.0006186011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3129033,"threshold_uncertainty_score":0.4979744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056533629371519,"score_gpt":0.2326680733288793,"score_spread":0.2221027370351641,"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."}}