{"id":"W2058288450","doi":"10.1037/0893-3200.19.1.18","title":"Change Process Research in Couple and Family Therapy: Methodological Challenges and Opportunities.","year":2005,"lang":"en","type":"review","venue":"Journal of Family Psychology","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Psychology; Intrapersonal communication; Covert; Family therapy; Process (computing); Alliance; Theory of change; Psychotherapist; Cognition; Focus (optics); Social psychology; Interpersonal communication; Sociology","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":[0.05369544,0.001045175,0.004531412,0.006241082,0.002730877,0.009383304,0.005957615,0.004763783,0.002405665],"category_scores_gemma":[0.08141218,0.001004059,0.001153419,0.01116099,0.01098037,0.009807122,0.004476437,0.005611101,0.0009724767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004290096,"about_ca_system_score_gemma":0.01210203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005309444,"about_ca_topic_score_gemma":0.0093651,"domain_scores_codex":[0.9678487,0.02395263,0.001689492,0.002416488,0.003727279,0.0003654392],"domain_scores_gemma":[0.8524065,0.13039,0.00401753,0.007031873,0.004908332,0.001245832],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008851707,0.000497088,0.003639926,0.04064773,0.0005186041,0.0003239815,0.01504825,0.0004594952,0.0005534967,0.07844064,0.008409739,0.8513726],"study_design_scores_gemma":[0.0002297945,0.001347717,0.02572406,0.08310428,0.001118979,0.003558981,0.0452136,0.001927094,0.00142128,0.2475563,0.5885538,0.0002440869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002005624,0.9776994,0.01104271,0.004644603,0.001114789,0.0002300059,0.00003191256,0.00001688867,0.003214195],"genre_scores_gemma":[0.07056371,0.8837554,0.0348307,0.005034117,0.001300618,0.002953758,0.00007490675,0.00004496409,0.001441828],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9463046,"threshold_uncertainty_score":0.283972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8848199578193983,"score_gpt":0.6599487424022176,"score_spread":0.2248712154171807,"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."}}