{"id":"W7110836811","doi":"10.1371/journal.pone.0323746.s006","title":"PAC Advisory Committee protocol.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Focus group; Mental health; Health care; Participatory action research; Citizen journalism; Qualitative research; Health services research; Data collection","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":["insufficient_payload"],"category_scores_codex":[0.04758487,0.001113204,0.001661559,0.004156919,0.004794924,0.007498467,0.004206708,0.005416547,0.6319465],"category_scores_gemma":[0.1215506,0.001932759,0.001761418,0.003729512,0.001700533,0.003897288,0.004658971,0.006725046,0.249213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0055009,"about_ca_system_score_gemma":0.04178892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007364117,"about_ca_topic_score_gemma":0.01187629,"domain_scores_codex":[0.9718564,0.01463253,0.003528074,0.002568945,0.005299598,0.00211435],"domain_scores_gemma":[0.8973493,0.02051043,0.003108701,0.01504856,0.05691181,0.007071211],"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":[0.0006802985,0.000168754,0.0002179522,0.001549861,0.00001529471,0.00009202169,0.000570618,0.00008462702,0.0001520539,0.006716009,0.9511136,0.03863896],"study_design_scores_gemma":[0.0004942607,0.0001553619,0.0007571562,0.002079979,0.00001208194,0.00005603675,0.0005776669,0.0001529983,0.0002115525,0.002835765,0.9926423,0.0000247482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002923295,0.001211142,0.0193738,0.02733614,0.02818272,0.3973877,0.133536,0.004070536,0.3859788],"genre_scores_gemma":[0.007621356,0.001018978,0.03042137,0.01707616,0.002348918,0.6835393,0.02827394,0.001363003,0.2283369],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3680535,"threshold_uncertainty_score":0.5249836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05400242077556378,"score_gpt":0.385440209197944,"score_spread":0.3314377884223803,"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."}}