{"id":"W4200265641","doi":"10.1109/mias.2021.3118133","title":"ECCE 2022","year":2021,"lang":"en","type":"article","venue":"IEEE Industry Applications Magazine","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Rockwell Automation (Canada)","funders":"","keywords":"Computer science; Electrical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00390451,0.001712676,0.001158354,0.003361698,0.002012573,0.008396465,0.00139802,0.005063627,0.4215883],"category_scores_gemma":[0.004311809,0.0006709075,0.001054471,0.001688504,0.0009175054,0.002785129,0.003369486,0.003585972,0.3644315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459263,"about_ca_system_score_gemma":0.002707685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002503697,"about_ca_topic_score_gemma":0.005117819,"domain_scores_codex":[0.9979961,0.0002276228,0.00005207722,0.0001885221,0.001223721,0.0003119726],"domain_scores_gemma":[0.9973505,0.0002819133,0.0000761684,0.0004705981,0.001313856,0.0005069379],"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":[0.00005335154,0.00004135837,0.00007587948,0.00006949188,0.0000120007,0.00004470682,0.0000115062,0.0003115224,0.0007851624,0.006649878,0.9408478,0.05109728],"study_design_scores_gemma":[0.000009245318,0.00003490754,0.0002846617,0.0000682689,0.00000599448,0.00004306705,0.00001403466,0.0005871948,0.0005487711,0.002157837,0.9962346,0.00001144814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00139404,0.003459734,0.01598312,0.007904797,0.02464669,0.0003624814,0.002956042,0.002724971,0.9405681],"genre_scores_gemma":[0.003056381,0.001169759,0.002151748,0.001371881,0.001437643,0.0001564153,0.001898191,0.0006695135,0.9880884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5784117,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0685042157110031,"score_gpt":0.4128229824694348,"score_spread":0.3443187667584316,"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."}}