{"id":"W4389455152","doi":"10.1371/journal.pone.0292162","title":"Developing an appropriate depression and anxiety screening tool for use with Australian First Nations peoples living in the Torres Strait and Northern Peninsula Area of Australia: Protocol for a Delphi study","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ian Potter Foundation; David and Elaine Potter Foundation","keywords":"Delphi method; Anxiety; Mental health; Delphi; Medicine; Referral; Protocol (science); Public relations; Psychiatry; Family medicine; Political science; Alternative medicine; Computer science","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":[0.08463638,0.002758872,0.00325388,0.004011103,0.004233356,0.003984003,0.00337667,0.003773283,0.04694767],"category_scores_gemma":[0.06862723,0.00356646,0.003955601,0.002820189,0.003006339,0.004870619,0.00536293,0.006980418,0.01235307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006173423,"about_ca_system_score_gemma":0.0330814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004059717,"about_ca_topic_score_gemma":0.006748476,"domain_scores_codex":[0.9654307,0.02248263,0.005007876,0.001243529,0.003245472,0.002589792],"domain_scores_gemma":[0.956636,0.01712906,0.004040847,0.004004456,0.01451255,0.00367696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03013201,0.02292338,0.01010435,0.1188065,0.0007418605,0.006817176,0.1431718,0.01228687,0.01805976,0.04095723,0.2346878,0.3613113],"study_design_scores_gemma":[0.04665408,0.02354037,0.03936918,0.08531092,0.0005504229,0.002505106,0.08657279,0.009504439,0.008863058,0.03346912,0.6624035,0.001256929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002010541,0.00009388868,0.00276057,0.0003033618,0.0001080003,0.9931577,0.0005927695,0.00002844283,0.0009446628],"genre_scores_gemma":[0.0008903784,0.0001391985,0.00383444,0.0001587371,0.00001737723,0.9945175,0.000153421,0.00000421731,0.0002848388],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08463638,"threshold_uncertainty_score":0.4476053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1641962673730188,"score_gpt":0.3627954796679218,"score_spread":0.198599212294903,"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."}}