{"id":"W3088774151","doi":"10.1002/cl2.1107","title":"Editorial: Fifty Campbell systematic reviews relevant to the policy response to COVID‐19","year":2020,"lang":"en","type":"editorial","venue":"Campbell Systematic Reviews","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre; Bruyère; University of Ottawa; Canadian Nutrition Society; University of Toronto","funders":"","keywords":"Psychological intervention; Harm; Systematic review; Political science; Public economics; Public policy; Public relations; Economics; Psychology; MEDLINE; Law; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","research_integrity"],"category_scores_codex":[0.0508435,0.002423504,0.0118214,0.0007986396,0.0007920979,0.0005991476,0.004148959,0.002647934,0.0006791903],"category_scores_gemma":[0.3251563,0.001357909,0.002319524,0.003073369,0.0001509795,0.0001424855,0.0005578237,0.003130099,0.08723437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002168139,"about_ca_system_score_gemma":0.001006354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008135746,"about_ca_topic_score_gemma":0.0001481082,"domain_scores_codex":[0.9296209,0.05185806,0.01031495,0.003214448,0.003136188,0.001855493],"domain_scores_gemma":[0.9549963,0.02655519,0.007233143,0.00775669,0.0006514185,0.002807281],"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":[0.0003977881,0.00007225384,9.944475e-7,0.331494,0.0002389841,0.00003353997,0.004754515,0.000004688685,0.00002540748,0.0001584543,0.6627111,0.0001082064],"study_design_scores_gemma":[0.0006552362,0.0006778705,0.000002492118,0.1217584,0.001117186,0.0000627444,0.0004591427,0.000002727942,5.180435e-7,0.0001269049,0.8738835,0.001253237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000004985472,0.05250217,0.002003547,0.005628516,0.8620448,0.07256708,0.0003135243,0.0004158024,0.004519617],"genre_scores_gemma":[0.0000456036,0.008337406,0.0002908155,0.007938515,0.9190593,0.03520032,0.000185651,0.0003359643,0.02860643],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2743128,"threshold_uncertainty_score":0.9991697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07312709741700303,"score_gpt":0.4051267908753696,"score_spread":0.3319996934583666,"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."}}