{"id":"W6904714964","doi":"10.1371/journal.pone.0316553.s002","title":"Details on mental health status definition.","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Asthma; COPD; Observational study; Health care; Mental health; Coronavirus disease 2019 (COVID-19); Acute care; Pulmonary disease","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":[0.001025601,0.001062482,0.0007543794,0.002494589,0.0008305091,0.0004786288,0.001114743,0.0006884748,0.2690522],"category_scores_gemma":[0.007751821,0.0002709352,0.0008752067,0.003888015,0.0002442074,0.0009236319,0.001395336,0.001169347,0.0539994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002081949,"about_ca_system_score_gemma":0.003449912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1507319,"about_ca_topic_score_gemma":0.212309,"domain_scores_codex":[0.9989651,0.0001924659,0.0002859421,0.0001121484,0.0002229567,0.0002214256],"domain_scores_gemma":[0.9972307,0.0005956679,0.0004800842,0.0002045004,0.001269993,0.0002190701],"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":[0.0001142531,0.0001221662,0.01402852,0.001598933,0.00003870488,0.0001216078,0.0004222423,0.0001607555,0.0001115623,0.00195585,0.9547203,0.02660508],"study_design_scores_gemma":[0.000173016,0.00009378867,0.09451561,0.001653668,0.0000309481,0.0003944021,0.000616058,0.0002423879,0.0001683696,0.002293881,0.8997739,0.00004400064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003809292,0.001416706,0.0009952808,0.002291504,0.0004181572,0.002588238,0.9114735,0.0003184094,0.07668883],"genre_scores_gemma":[0.03098351,0.003848596,0.005135686,0.006109439,0.0004404551,0.01022406,0.88043,0.0006099266,0.06221837],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7309478,"threshold_uncertainty_score":0.9000693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103971050757745,"score_gpt":0.4172959795574635,"score_spread":0.306898874481689,"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."}}