{"id":"W3175043176","doi":"","title":"Case 13 : Preparing for the Tickpocalypse","year":2020,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Infectious Encephalopathies and Encephalitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002543454,0.0002405811,0.0003104875,0.0001047125,0.0004853529,0.0001332743,0.0002885444,0.0001462403,0.00003315951],"category_scores_gemma":[0.0001613092,0.0002035313,0.0002281394,0.000386097,0.0001369692,0.00051353,0.0002011567,0.0004485847,0.0001059415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186296,"about_ca_system_score_gemma":0.00009957494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001686061,"about_ca_topic_score_gemma":0.0005992731,"domain_scores_codex":[0.9985561,0.00007966199,0.0002192916,0.000466082,0.0002380074,0.0004408448],"domain_scores_gemma":[0.998735,0.0002153171,0.0001073034,0.0004149188,0.0001690216,0.0003584398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005019358,0.00007530225,0.9874574,0.0002570472,0.000183784,0.005553364,0.002361053,0.00009706394,0.0005143754,0.0001732255,0.00002432591,0.002801134],"study_design_scores_gemma":[0.01124229,0.002924495,0.8558624,0.0005846962,0.002405962,0.02066374,0.006429277,0.0001834014,0.005168992,0.00016289,0.09278611,0.00158571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907148,0.0001117514,0.005627641,0.001507744,0.0002344528,0.0007302816,0.00002619898,0.00029804,0.0007491097],"genre_scores_gemma":[0.9957587,0.00005738563,0.00007340671,0.002139901,0.0003477686,0.000005383788,0.00001096996,0.00004063163,0.001565913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.131595,"threshold_uncertainty_score":0.8299765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.116835399552125,"score_gpt":0.3228109471954905,"score_spread":0.2059755476433656,"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."}}