{"id":"W2319691189","doi":"10.1017/cjn.2015.2","title":"Diagnosis of Inclusion","year":2015,"lang":"fr","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Content (measure theory); Inclusion (mineral); Computer science; Action (physics); Chemistry; Mathematics; Mineralogy; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007708083,0.0004684503,0.0009937347,0.001503501,0.002878588,0.0003553892,0.002340457,0.0005068979,0.0006663821],"category_scores_gemma":[0.008356232,0.000312888,0.000522152,0.002295016,0.01804288,0.001233578,0.0003344196,0.00185674,0.0000141653],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005875726,"about_ca_system_score_gemma":0.01699598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007605506,"about_ca_topic_score_gemma":0.03244034,"domain_scores_codex":[0.9924065,0.001698048,0.001634598,0.0005555319,0.001651211,0.002054039],"domain_scores_gemma":[0.9887552,0.0009520041,0.001518318,0.0002083055,0.001176882,0.007389311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0002520607,0.0001998623,0.9406667,0.00004295928,0.00005769308,0.02129469,0.001311619,0.005205744,0.00002282771,0.001671171,0.009673805,0.01960089],"study_design_scores_gemma":[0.003180211,0.4037816,0.2520732,0.001915915,0.001147058,0.1311579,0.00232279,0.00460863,0.0009885649,0.08374228,0.1137634,0.001318485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8688602,0.1046263,0.000008712721,0.01444952,0.005618425,0.0001769324,0.0000464971,0.00001073458,0.006202659],"genre_scores_gemma":[0.9866563,0.007739324,0.00109456,0.003174641,0.001102183,0.000002073918,4.295526e-7,0.0000182375,0.0002122386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6885934,"threshold_uncertainty_score":0.9999968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05246058245263605,"score_gpt":0.2997032646124181,"score_spread":0.2472426821597821,"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."}}