{"id":"W7162040974","doi":"10.82308/34044","title":"Access to mental health services for people living with chronic pain","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychological intervention; Chronic pain; Context (archaeology); Mental distress; Mental health law; Distress; Health 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":[0.001581436,0.0001296708,0.0002908419,0.001938589,0.0007618306,0.001776634,0.0005152286,0.000623815,0.007805845],"category_scores_gemma":[0.01101612,0.0001280042,0.0005870619,0.00279429,0.0006516703,0.001464877,0.001408175,0.0006958383,0.0002279761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002559953,"about_ca_system_score_gemma":0.005532189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03623911,"about_ca_topic_score_gemma":0.07156317,"domain_scores_codex":[0.9986839,0.0004613616,0.0001775179,0.00009833731,0.0003928345,0.0001859991],"domain_scores_gemma":[0.993509,0.003527239,0.001640019,0.00009577616,0.0006850198,0.0005430075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001894999,0.0001554188,0.1325835,0.08353785,0.0009495476,0.001389957,0.02065079,0.0002687151,0.000634187,0.009320903,0.05164951,0.6986702],"study_design_scores_gemma":[0.0001138417,0.0003277528,0.4262681,0.1702521,0.001044262,0.002552882,0.03833017,0.0002113689,0.0003106597,0.003367487,0.3571302,0.0000912191],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1721207,0.6932512,0.0005270416,0.0594731,0.0008702587,0.0002758977,0.005517445,0.00004033537,0.06792399],"genre_scores_gemma":[0.5874995,0.4020297,0.0008069958,0.005556643,0.000581833,0.0002133345,0.001120234,0.000008921945,0.00218289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03623911,"threshold_uncertainty_score":0.07205635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007780897902995089,"score_gpt":0.3306632053433761,"score_spread":0.322882307440381,"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."}}