{"id":"W6946155045","doi":"10.26181/21251370","title":"Use of behavioural activation to manage pain: a systematic scoping review","year":2022,"lang":"en","type":"article","venue":"La Trobe University","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scopus; Primary care; Alternative medicine; Data extraction; Chronic pain; Reporting bias; MEDLINE; Behaviour change","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001968851,0.00005219188,0.0001283683,0.00002688923,0.00009148011,0.000003055946,0.0001002178,0.0000150229,0.000009585949],"category_scores_gemma":[0.00004626682,0.00005808949,0.0000542661,0.00007985117,0.00001246883,8.027182e-7,0.0002240867,0.00002767222,4.079849e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002120943,"about_ca_system_score_gemma":0.00001372687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005568038,"about_ca_topic_score_gemma":0.00001914898,"domain_scores_codex":[0.9994722,0.0001973282,0.00008249321,0.0001180026,0.00006229419,0.00006767525],"domain_scores_gemma":[0.9997014,0.00002387088,0.00006655011,0.0001576002,0.0000278279,0.00002270239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004168414,0.0004853672,0.03864269,0.116778,0.0007302819,0.00005637853,0.001711115,0.00344753,0.8265634,0.00168741,0.007781764,0.001699229],"study_design_scores_gemma":[0.01049668,0.01143656,0.2493713,0.3149183,0.004732731,0.0002146545,0.0171938,0.001049828,0.1747542,0.0002077333,0.2079557,0.007668443],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996028,0.001539286,0.001234632,0.0001708069,0.00003489822,0.000713431,0.00002704066,0.000003131712,0.0002487485],"genre_scores_gemma":[0.9983082,0.0005396716,0.0004274693,0.0002977849,0.000005547559,0.000004674009,0.00001524518,0.000004600498,0.0003968214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6518092,"threshold_uncertainty_score":0.2368821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03781059982798,"score_gpt":0.2230493669444221,"score_spread":0.1852387671164421,"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."}}