{"id":"W6885875890","doi":"10.1371/journal.pone.0279050.s002","title":"PRISMA checklist.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rumination; Cohort study; MEDLINE; PsycINFO; Coping (psychology); Cohort; Depressive symptoms","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":[],"category_scores_codex":[0.06956472,0.004787098,0.009315309,0.01526625,0.00326344,0.008565795,0.009193503,0.004909031,0.4428464],"category_scores_gemma":[0.1805914,0.005803302,0.01535929,0.01643361,0.003489173,0.004651828,0.00622998,0.008872181,0.03995754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009500931,"about_ca_system_score_gemma":0.04881367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01058223,"about_ca_topic_score_gemma":0.01754981,"domain_scores_codex":[0.9475061,0.02388989,0.01883387,0.004267137,0.004414572,0.001088387],"domain_scores_gemma":[0.8359858,0.1061433,0.01319369,0.01624157,0.02672632,0.001709314],"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":[0.002501099,0.000293441,0.0005220689,0.4588121,0.002148567,0.0002292165,0.001018393,0.001387581,0.0004046508,0.01155564,0.474028,0.04709923],"study_design_scores_gemma":[0.01871875,0.000430453,0.00373502,0.1819467,0.003467495,0.0003514709,0.001872214,0.002835484,0.0007834352,0.03864139,0.7466334,0.0005841834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0009802493,0.005235778,0.01977823,0.009068739,0.005360204,0.3922307,0.5485926,0.007929018,0.01082455],"genre_scores_gemma":[0.001690244,0.002032801,0.05986821,0.001262817,0.0001645192,0.9116103,0.01718208,0.0008619193,0.005327062],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4428464,"threshold_uncertainty_score":0.7947119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2315792077946848,"score_gpt":0.4799872534537243,"score_spread":0.2484080456590395,"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."}}