{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002459151,0.00006810374,0.0001055635,0.00001200065,0.00009489437,0.00004746263,0.0001560209,0.00004984338,0.1102691],"category_scores_gemma":[0.00005742048,0.00001793733,0.000127883,0.001768281,0.000001078449,0.00005468421,0.0000480072,0.0000415548,0.01279277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005393828,"about_ca_system_score_gemma":0.000001043385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003299942,"about_ca_topic_score_gemma":0.0002656956,"domain_scores_codex":[0.99945,0.0000185155,0.00008098738,0.0001504515,0.000126447,0.0001736501],"domain_scores_gemma":[0.9997574,0.00009600538,0.0000328567,0.00002675733,0.00002762432,0.0000593394],"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":[0.000001123675,0.000006047715,0.00297445,0.00000458914,0.00005901906,0.00001276464,0.00001966036,0.00001595209,0.007811524,0.00000285644,0.9799041,0.009187886],"study_design_scores_gemma":[0.00001278114,0.00001221702,0.5251436,0.00002658697,0.00001194067,9.652257e-7,0.00005266036,0.00005174278,0.0001768828,0.000005037441,0.4744322,0.00007331374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6585004,0.0001714572,1.849696e-8,0.001375992,0.00008785829,0.0002845683,0.3241702,0.000952289,0.0144572],"genre_scores_gemma":[0.7874792,0.000001134477,3.997827e-7,0.00008440465,0.0002803837,0.0000482981,0.2102317,1.815436e-7,0.001874359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5221692,"threshold_uncertainty_score":0.9879759,"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."}}