{"id":"W4389445635","doi":"10.1212/wnl.88.16_supplement.s44.001","title":"The effect of hospitalization on subsequent disability in multiple sclerosis (S44.001)","year":2017,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Manitoba","funders":"","keywords":"Multiple sclerosis; Medicine; Pediatrics; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.004002064,0.0004834429,0.0005700456,0.0005871872,0.0003131943,0.0005742416,0.0005108176,0.0006696137,0.003697616],"category_scores_gemma":[0.005742066,0.0001674382,0.002248666,0.001159662,0.0002107186,0.0005512838,0.0007398613,0.001529397,0.0003635598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004151123,"about_ca_system_score_gemma":0.0007051942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007189001,"about_ca_topic_score_gemma":0.008983455,"domain_scores_codex":[0.9976054,0.00158307,0.000192465,0.0001822974,0.000222511,0.0002142637],"domain_scores_gemma":[0.995378,0.001673262,0.001594846,0.0003528258,0.0003103286,0.0006907677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04027159,0.001243051,0.9102776,0.0008196827,0.01197503,0.0001516791,0.000146546,0.0008630749,0.0008065938,0.0004383948,0.003177862,0.02982895],"study_design_scores_gemma":[0.0005994774,0.002957408,0.9926423,0.00005165637,0.001736244,0.00009679845,0.00005623859,0.000465451,0.000265034,0.0001005948,0.00101907,0.000009754178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900168,0.003142264,0.0002021626,0.0002030981,0.00007522418,0.00006635966,0.004475417,0.00001845061,0.001800318],"genre_scores_gemma":[0.9950799,0.000527032,0.0003998781,0.000120876,0.00006019828,0.00009040658,0.002490492,0.000007866696,0.001223484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007189001,"threshold_uncertainty_score":0.02116519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06115969805119221,"score_gpt":0.3256764773214588,"score_spread":0.2645167792702666,"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."}}