{"id":"W6942487326","doi":"10.1371/journal.pone.0307106.s007","title":"Characteristics of responders and non-responders.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Depression (economics); Quarter (Canadian coin); Obesity; Physical health; Health care; Public health; Health data; Physical activity","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":[],"consensus_categories":[],"category_scores_codex":[0.007582998,0.0005547926,0.0009050764,0.001773504,0.001369112,0.00117872,0.001050357,0.001876705,0.06310585],"category_scores_gemma":[0.03239045,0.0004269653,0.0008091361,0.00219074,0.0003004562,0.001369967,0.001267126,0.001979458,0.0340265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007743639,"about_ca_system_score_gemma":0.002667183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004355931,"about_ca_topic_score_gemma":0.003730909,"domain_scores_codex":[0.9898617,0.003283598,0.001908169,0.001159551,0.001834384,0.001952465],"domain_scores_gemma":[0.9863158,0.005358351,0.002142038,0.001160729,0.003819257,0.001203814],"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":[0.006734899,0.001821721,0.1531603,0.003492166,0.0002518186,0.0007774102,0.004726309,0.0001907294,0.001017034,0.001352527,0.6637163,0.1627587],"study_design_scores_gemma":[0.001795585,0.001733443,0.6192396,0.003601443,0.0001913808,0.001919052,0.01915126,0.001076336,0.0007369954,0.002062431,0.3482891,0.0002034057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3320001,0.01046505,0.00676087,0.01329228,0.008304422,0.0453083,0.4825008,0.001068631,0.1002996],"genre_scores_gemma":[0.6054267,0.004775431,0.005167605,0.03490033,0.001858269,0.1426039,0.109531,0.0006006146,0.09513618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06310585,"threshold_uncertainty_score":0.2111101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09717048247916756,"score_gpt":0.4141024213714449,"score_spread":0.3169319388922773,"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."}}