{"id":"W3119861923","doi":"10.1002/mhw.31590","title":"Survey with input by people with lived experiences to inform research","year":2018,"lang":"en","type":"article","venue":"Mental Health Weekly","topic":"Mental Health Research Topics","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Psychology; Depression (economics); Survey research; Norm (philosophy); Psychiatry; Gerontology; Clinical psychology; Demography; Medicine; Geography; Political science; Sociology; Applied psychology","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":[0.01524201,0.0006988351,0.0005712003,0.003052401,0.001964245,0.001501755,0.0008075405,0.001210403,0.04747479],"category_scores_gemma":[0.03621683,0.0005432071,0.0005758741,0.002371279,0.0005610719,0.001725283,0.004748811,0.001659946,0.01662259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121956,"about_ca_system_score_gemma":0.004353225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275014,"about_ca_topic_score_gemma":0.004585699,"domain_scores_codex":[0.9887201,0.007149117,0.001551842,0.0005857947,0.0008834159,0.001109801],"domain_scores_gemma":[0.9765063,0.008916455,0.001434442,0.003216195,0.007822989,0.002103633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001234818,0.001531873,0.09857298,0.004336339,0.00007412568,0.00204004,0.1300624,0.000314362,0.006539505,0.004156078,0.3054944,0.445643],"study_design_scores_gemma":[0.0006061283,0.001192482,0.0704392,0.002155775,0.0000862612,0.0007118138,0.1419259,0.001105276,0.003299167,0.004528339,0.7738145,0.000135108],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5066956,0.001508943,0.06565667,0.01659993,0.003328464,0.09998069,0.1036554,0.002721891,0.1998525],"genre_scores_gemma":[0.4662135,0.003258449,0.08766287,0.01433554,0.001111474,0.335348,0.02928919,0.0004749435,0.06230596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04747479,"threshold_uncertainty_score":0.158819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1994408712498699,"score_gpt":0.5236210229834112,"score_spread":0.3241801517335413,"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."}}