{"id":"W2088166920","doi":"10.1111/j.1545-5300.2011.01363.x","title":"Guidelines for Classifying Evidence-Based Treatments in Couple and Family Therapy","year":2011,"lang":"en","type":"article","venue":"Family Process","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychological intervention; Evidence-based practice; Intervention (counseling); Psychology; Empirical evidence; Family therapy; Quality (philosophy); Psychotherapist; Evidence-based medicine; Applied psychology; Clinical psychology; Medicine; Alternative medicine; Psychiatry; Epistemology","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":[],"category_scores_codex":[0.1537973,0.003733284,0.008289611,0.0569666,0.00840963,0.01830073,0.01294628,0.01929267,0.007529939],"category_scores_gemma":[0.3886147,0.003427729,0.01366897,0.04063068,0.01125441,0.01399135,0.01059223,0.01780077,0.004847187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01789801,"about_ca_system_score_gemma":0.04734524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01677916,"about_ca_topic_score_gemma":0.03294494,"domain_scores_codex":[0.6994817,0.1149476,0.1380441,0.003912497,0.0393159,0.004298193],"domain_scores_gemma":[0.5046589,0.3055872,0.04784641,0.01510523,0.1200443,0.006758054],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003516591,0.0007083461,0.003427512,0.05759314,0.001364926,0.0009089153,0.006395942,0.003200076,0.0008522914,0.2353392,0.2450306,0.4448274],"study_design_scores_gemma":[0.0006048928,0.0003158715,0.004860723,0.1739108,0.00189124,0.001031996,0.004579152,0.004238809,0.0008952572,0.2525948,0.5546423,0.0004342222],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004381508,0.2994038,0.3159335,0.12555,0.034009,0.08954296,0.007924515,0.001947703,0.121307],"genre_scores_gemma":[0.01203651,0.05388901,0.8632266,0.01820071,0.001420548,0.04422342,0.002795554,0.0003555744,0.003852167],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8462027,"threshold_uncertainty_score":0.8133676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4716508928074167,"score_gpt":0.5049552000017566,"score_spread":0.03330430719433997,"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."}}