{"id":"W6960171880","doi":"10.1371/journal.pmed.1004081.s009","title":"Analysis plan.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Depression (economics); Quarter (Canadian coin); Pandemic; Confidence interval; Cohort; Cohort study; Public health; Regression analysis","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":[0.01220645,0.001065048,0.001073013,0.003423693,0.00165521,0.004069463,0.002770888,0.001910605,0.6800743],"category_scores_gemma":[0.04052267,0.0008181858,0.001605502,0.004337497,0.0005526333,0.002286911,0.003047261,0.00243758,0.2854743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003674111,"about_ca_system_score_gemma":0.01765905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01459688,"about_ca_topic_score_gemma":0.01374481,"domain_scores_codex":[0.9941843,0.00269482,0.0005003228,0.0007801063,0.001156788,0.0006835225],"domain_scores_gemma":[0.9780307,0.005777854,0.0009553362,0.002939851,0.01037577,0.001920426],"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":[0.0008612168,0.00009007778,0.0014427,0.001469565,0.00007249945,0.00004725374,0.0001991927,0.0002954193,0.00007210085,0.009210977,0.8913727,0.09486625],"study_design_scores_gemma":[0.0004991526,0.0001699625,0.004722936,0.001866901,0.00009388344,0.00005491469,0.0004769971,0.0007397812,0.000198726,0.007766361,0.9833789,0.00003144854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.003290557,0.001478302,0.01737804,0.01776133,0.005688401,0.01565562,0.5528971,0.005436593,0.380414],"genre_scores_gemma":[0.02688235,0.003049822,0.05682535,0.01791707,0.001502402,0.06971817,0.2886434,0.00527073,0.5301907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3199257,"threshold_uncertainty_score":0.4563352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0603210093696426,"score_gpt":0.2278058666553291,"score_spread":0.1674848572856865,"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."}}