{"id":"W6960413349","doi":"10.1371/journal.pmed.1004187.s005","title":"Definition of MHSU visits and type of visit.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Pandemic; Cohort; Health care; Addiction; Mental health service; Cohort study; Primary care","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":[0.001093298,0.0004718607,0.0005314286,0.002309505,0.001082584,0.0007778031,0.001589575,0.0008495423,0.01030953],"category_scores_gemma":[0.007663593,0.0003036857,0.001003266,0.004881955,0.0006476951,0.0005114178,0.001162398,0.001134287,0.001268131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007450904,"about_ca_system_score_gemma":0.01036157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6194569,"about_ca_topic_score_gemma":0.6258803,"domain_scores_codex":[0.9979883,0.0003810405,0.0005079547,0.0002984242,0.0004050501,0.000419071],"domain_scores_gemma":[0.9967236,0.0003698388,0.001535233,0.0001807934,0.0007200388,0.000470457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000432943,0.0001580662,0.8833819,0.001530486,0.0002119804,0.0004281931,0.003758055,0.0009009605,0.0003610956,0.003392145,0.08050439,0.02493967],"study_design_scores_gemma":[0.0001119146,0.0001299471,0.9331132,0.00117597,0.00009188277,0.0008275139,0.003636534,0.002160632,0.0001019537,0.0009679844,0.05762462,0.00005785934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.2964886,0.004171448,0.005353405,0.002775873,0.0005998095,0.006795257,0.6360717,0.0003198852,0.04742393],"genre_scores_gemma":[0.8032767,0.002766643,0.01535597,0.001837762,0.0002482065,0.008820572,0.1564455,0.0001138446,0.01113479],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6194569,"threshold_uncertainty_score":0.7655683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128304301767678,"score_gpt":0.2511442131742422,"score_spread":0.1383137829974745,"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."}}