{"id":"W6986211472","doi":"","title":"Pandemic Pals: Vancouver (w/ Charlie Demers + David Harris)","year":2020,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Pandemic; Mental illness; Panic; Mental health; Coronavirus disease 2019 (COVID-19)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004269049,0.000713673,0.0003467228,0.0004373476,0.005988425,0.003271987,0.0008285452,0.002314992,0.6066551],"category_scores_gemma":[0.001191443,0.0004062196,0.0002099778,0.0004938659,0.0004250649,0.001216848,0.002779253,0.002746275,0.2855768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002570766,"about_ca_system_score_gemma":0.003802106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2229163,"about_ca_topic_score_gemma":0.5717208,"domain_scores_codex":[0.9997016,0.00002459162,0.000004174434,0.00003859864,0.00009098149,0.0001400791],"domain_scores_gemma":[0.9991894,0.00002895316,0.00001604065,0.00002306916,0.000211818,0.0005306829],"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":[0.000009203683,0.000005366859,0.00009644941,0.00001125435,4.123125e-7,0.00003604371,0.00005378241,0.000007750567,0.00002932664,0.0001434521,0.9924967,0.007110269],"study_design_scores_gemma":[0.000003297353,0.000004048637,0.0003998742,0.00002951277,6.641126e-7,0.00002821192,0.0004579003,0.00001645815,0.00003765012,0.0000640298,0.9989548,0.000003671885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001869344,0.001856721,0.0002368745,0.01777731,0.00798741,0.0001150765,0.004128536,0.0009784974,0.9650502],"genre_scores_gemma":[0.003022589,0.0004151221,0.00008862593,0.00274591,0.0002113762,0.00002346256,0.0008473439,0.0001663545,0.9924792],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7770838,"threshold_uncertainty_score":0.5610587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005571690912159602,"score_gpt":0.196728470658818,"score_spread":0.1911567797466584,"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."}}