{"id":"W6920819042","doi":"10.6084/m9.figshare.16786713.v1","title":"Additional file 3 of A multicenter study of short-term changes in mental health emergency services use during lockdown in Kitchener-Waterloo, Ontario during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; McMaster University; Grand River Hospital","funders":"","keywords":"Pandemic; Multicenter study; Mental health; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Multicenter AIDS Cohort Study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001134605,0.0007317181,0.001195725,0.002237824,0.002835208,0.001409069,0.001789686,0.0008839125,0.7180285],"category_scores_gemma":[0.02187705,0.0007096768,0.00112268,0.005412842,0.0004449059,0.001631333,0.001272553,0.0008863452,0.04440156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00509753,"about_ca_system_score_gemma":0.009679294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5184388,"about_ca_topic_score_gemma":0.6430741,"domain_scores_codex":[0.9990119,0.0001317443,0.0001924437,0.0001603906,0.0002611697,0.0002423145],"domain_scores_gemma":[0.9875876,0.004935519,0.001523946,0.0008308151,0.004168577,0.0009535849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003331555,0.0000739509,0.007554309,0.001220142,0.00003771464,0.00004103829,0.0001805473,0.000135127,0.00003173635,0.0004479866,0.9865271,0.00341716],"study_design_scores_gemma":[0.01383027,0.0004373507,0.3473145,0.007579285,0.0003418277,0.0003481428,0.002924489,0.001266903,0.0003781217,0.003410801,0.6219414,0.0002269584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0004857712,0.00001061344,0.00004857539,0.00008122745,0.00001133836,0.0002951313,0.9966283,0.00003869733,0.002400224],"genre_scores_gemma":[0.02736588,0.0001718923,0.001725088,0.0007149723,0.0001087777,0.009173258,0.9319739,0.0002511941,0.02851507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7180285,"threshold_uncertainty_score":0.9687945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208683371496695,"score_gpt":0.3800500843501035,"score_spread":0.259181747200434,"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."}}