{"id":"W3143303959","doi":"10.1186/s40945-021-00100-7","title":"The yield and usefulness of PAIN+ and PubMed databases for accessing research evidence on pain management: a randomized crossover trial","year":2021,"lang":"en","type":"article","venue":"Archives of Physiotherapy","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; St Joseph's Health Centre","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Randomized controlled trial; Likert scale; MEDLINE; Medicine; Physical therapy; Clinical trial; Computer science; Medical physics; Psychology; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0143209,0.00008404261,0.0003107045,0.0001247626,0.001152782,0.00004470974,0.0002336757,0.0000271556,0.00002336656],"category_scores_gemma":[0.01017751,0.00005250418,0.00005812095,0.0002696234,0.0007959528,0.0001884299,0.0001214581,0.0002345627,3.794896e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001472812,"about_ca_system_score_gemma":0.0004051841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003210916,"about_ca_topic_score_gemma":0.0001287415,"domain_scores_codex":[0.9942206,0.00409183,0.0004378553,0.0002908123,0.0004137082,0.0005452646],"domain_scores_gemma":[0.9209544,0.07827275,0.0001773671,0.0003345513,0.0001312845,0.0001296743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4817746,0.0002390149,0.001210674,0.0032093,0.0001092714,0.000001011275,0.01496047,0.000002640664,0.004651939,0.01301848,0.00487827,0.4759443],"study_design_scores_gemma":[0.7089902,0.003231404,0.06395908,0.01390193,0.00004938027,6.420204e-7,0.05482516,0.007137928,0.01005452,0.1001883,0.03702366,0.0006378295],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783034,0.002767335,0.005478225,0.00622455,0.0003236141,0.00611692,0.00003135242,0.00001179664,0.0007428058],"genre_scores_gemma":[0.9871375,0.007310234,0.001216056,0.000694809,0.0003033023,0.002110687,0.000007970664,0.00001516185,0.001204254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4753065,"threshold_uncertainty_score":0.9981602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3521230277853842,"score_gpt":0.5510738961391425,"score_spread":0.1989508683537583,"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."}}