{"id":"W2059924928","doi":"10.1002/jclp.20376","title":"Barriers and facilitators of evidence‐based practice perceived by behavioral science health professionals","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Psychology","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"National Heart, Lung, and Blood Institute","keywords":"Psychology; Health professionals; Evidence-based practice; Health science; Medical education; Applied psychology; Clinical psychology; Health care; Alternative medicine; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"category_scores_codex":[0.08358818,0.0001388588,0.000787504,0.0004220199,0.0006345948,0.000007051915,0.0005723055,0.0002430392,0.0004361703],"category_scores_gemma":[0.06117676,0.00009653277,0.0001128082,0.00075845,0.001654024,0.0008930569,0.00008469618,0.001552509,0.00002106331],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001776315,"about_ca_system_score_gemma":0.007469461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001122193,"about_ca_topic_score_gemma":0.00002744282,"domain_scores_codex":[0.9875804,0.004557834,0.005362468,0.000395889,0.001211985,0.0008913762],"domain_scores_gemma":[0.9704947,0.02096498,0.004811281,0.0003411347,0.001750153,0.001637704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002630405,0.0005161956,0.7639906,0.0002399657,0.00002737577,0.0000232944,0.01175992,0.000001208684,0.0049036,0.0002759398,0.1721631,0.04346835],"study_design_scores_gemma":[0.003970074,0.004217603,0.8758096,0.0007072014,0.00002924054,0.00003620559,0.01443395,0.0000113929,0.00005111928,0.0002073887,0.1003694,0.0001568331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8622498,0.0001898901,0.002190533,0.1322593,0.002279484,0.0005169607,0.0000286226,0.000009404396,0.0002760223],"genre_scores_gemma":[0.8635061,0.0002591683,0.009256074,0.1266658,0.0002068521,0.00000553236,4.047105e-7,0.000009586148,0.00009049436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1118189,"threshold_uncertainty_score":0.9981573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8875123213129323,"score_gpt":0.83366014150999,"score_spread":0.05385217980294232,"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."}}