{"id":"W6922977052","doi":"10.1371/journal.pone.0044826.g001","title":"LPM in cognitively impaired and cognitively preserved patients with MS.","year":2015,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lesion; Voxel; Probability distribution; Posterior probability; Empirical probability","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":[0.0001544675,0.0002450894,0.0002011307,0.001055572,0.0002443239,0.0002587131,0.0001713397,0.0002849968,0.006390297],"category_scores_gemma":[0.0008484125,0.00009516149,0.0001420961,0.0005524225,0.0002117399,0.0002846493,0.000265862,0.0001965151,0.0008186849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078234,"about_ca_system_score_gemma":0.0001443116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005962804,"about_ca_topic_score_gemma":0.005671917,"domain_scores_codex":[0.9999626,0.000005300921,0.000003310127,0.00001304818,0.000006135293,0.00000968664],"domain_scores_gemma":[0.9998537,0.0000380488,0.0000457384,0.0000113081,0.00001200081,0.00003904903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009934739,0.0002599429,0.8383409,0.0004461322,0.0003845484,0.01419775,0.001178825,0.001496198,0.01236271,0.0006729346,0.015169,0.1055562],"study_design_scores_gemma":[0.00009227172,0.0003044666,0.9919451,0.00003386368,0.00005077881,0.004591506,0.0002519105,0.0006083006,0.0003600669,0.0004291244,0.00132223,0.00001039517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9881607,0.0008432488,0.0002432536,0.0001375094,0.00001861704,0.0000228419,0.004209818,0.0000650529,0.006298869],"genre_scores_gemma":[0.9975049,0.0001955979,0.0001582922,0.00004208004,0.00001842142,0.00001266176,0.001158573,0.000007085834,0.0009024235],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006390297,"threshold_uncertainty_score":0.02137768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04822588916868237,"score_gpt":0.2587473133436861,"score_spread":0.2105214241750037,"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."}}