{"id":"W2119679461","doi":"10.1123/apaq.29.1.1","title":"The Good, the Bad, and the Ugly of Evidence-Based Practice1","year":2012,"lang":"en","type":"article","venue":"Adapted Physical Activity Quarterly","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta","funders":"","keywords":"Affect (linguistics); Psychological intervention; Psychology; Field (mathematics); Applied psychology; Social psychology; Psychotherapist; Medical education; Public relations; Medicine; Political science; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1985884,0.0009870492,0.002890758,0.009456985,0.005876488,0.02264514,0.003354027,0.01269411,0.002767272],"category_scores_gemma":[0.3506477,0.001035416,0.0009868151,0.005676159,0.06177748,0.02188248,0.01166187,0.01475156,0.0007963971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009237014,"about_ca_system_score_gemma":0.01701118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003693227,"about_ca_topic_score_gemma":0.006851661,"domain_scores_codex":[0.7328079,0.1745096,0.02389586,0.007694661,0.05804915,0.00304281],"domain_scores_gemma":[0.4461247,0.468715,0.02231024,0.02684885,0.02561245,0.01038877],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000479442,0.0002877462,0.009157076,0.01174465,0.0006596157,0.0006305548,0.009582472,0.0008946201,0.0004803271,0.5648618,0.07848719,0.3227345],"study_design_scores_gemma":[0.0001341559,0.0004057773,0.006658656,0.02472894,0.0002427303,0.0008412253,0.009144265,0.001106773,0.0003127604,0.7473154,0.2089606,0.0001486684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003703384,0.2226243,0.009604936,0.7404886,0.008315022,0.00006764509,0.00006947209,0.00005569907,0.01507093],"genre_scores_gemma":[0.4272163,0.2626429,0.0572334,0.2213787,0.02695504,0.0005508913,0.0001343477,0.0001892512,0.003699178],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8014116,"threshold_uncertainty_score":0.9882832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2083198592828305,"score_gpt":0.4808687820913349,"score_spread":0.2725489228085044,"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."}}