{"id":"W7111117827","doi":"10.1371/journal.pone.0323199.s005","title":"Complexity of Compass encounters by region.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compass; Mental health; Service provider; Service (business); Health care; Mental health service; Descriptive statistics; Mental illness","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":[0.001425172,0.0002695167,0.0002967205,0.002643964,0.001619189,0.002359579,0.001249269,0.0006679702,0.01497778],"category_scores_gemma":[0.01408581,0.000373605,0.0007230941,0.003225731,0.0005954473,0.001897355,0.002828978,0.0009866506,0.001639701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003332378,"about_ca_system_score_gemma":0.004901346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09400942,"about_ca_topic_score_gemma":0.1504735,"domain_scores_codex":[0.9964439,0.0007400215,0.0004239664,0.0005676865,0.0009578325,0.0008665674],"domain_scores_gemma":[0.991547,0.002090719,0.003434949,0.000313306,0.001221802,0.001392181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001426802,0.00006118614,0.9311552,0.0003153441,0.00006890715,0.000732916,0.00848583,0.0002169173,0.000304713,0.0008679224,0.0119445,0.04570385],"study_design_scores_gemma":[0.00000916839,0.0000729432,0.934748,0.0006241724,0.00004054112,0.004010035,0.04250512,0.0009026068,0.0001614377,0.0005269998,0.01636229,0.00003677692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462312,0.005767059,0.001246392,0.005724936,0.0001635305,0.0003124315,0.007754918,0.0002136529,0.03258591],"genre_scores_gemma":[0.9916681,0.00168861,0.00142094,0.0005010748,0.00007249504,0.00007588778,0.00222432,0.00005480936,0.002293708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09400942,"threshold_uncertainty_score":0.1869245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1763299879047517,"score_gpt":0.4063173126064352,"score_spread":0.2299873247016836,"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."}}