{"id":"W2047550734","doi":"10.1080/01926180701236175","title":"Refining Therapeutic Mandates in Couple Therapy Outcome Research: A Feasibility Study","year":2008,"lang":"en","type":"article","venue":"American Journal of Family Therapy","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal","funders":"","keywords":"Mandate; Attribution; Psychology; Logistic regression; Clinical psychology; Therapeutic relationship; Scale (ratio); Psychotherapist; Medicine; Social psychology; Internal medicine; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.003268519,0.0002174349,0.0005943683,0.000537059,0.0002477725,0.00002768193,0.0005188095,0.00007302452,0.0001313824],"category_scores_gemma":[0.00003280013,0.0001569092,0.000172105,0.001051043,0.0006268708,0.0001511675,0.0000252139,0.00108447,0.0000284547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542722,"about_ca_system_score_gemma":0.0001289468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004641773,"about_ca_topic_score_gemma":0.00002995861,"domain_scores_codex":[0.9962223,0.001448427,0.0009081333,0.0002950982,0.0006471002,0.0004789888],"domain_scores_gemma":[0.9978895,0.0007324971,0.0005225403,0.000473154,0.0002644906,0.0001178668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001648774,0.001683787,0.9377225,6.388813e-7,0.0002168564,0.0001390341,0.01291555,0.00003812736,0.0003546432,0.0001135404,0.0000901063,0.04507645],"study_design_scores_gemma":[0.004128431,0.005141237,0.9643874,0.00001078672,0.00000660767,0.00007118363,0.02470312,0.00002768408,0.000004249174,0.0003154129,0.001038567,0.0001653681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993946,0.00338986,0.0001869116,0.0004427475,0.0003810349,0.0003544452,0.00000241886,0.00002250798,0.00127405],"genre_scores_gemma":[0.997237,0.001308434,0.0002653425,0.0005363851,0.0001216109,0.00001837945,0.000001609942,0.00003911142,0.0004721268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04491108,"threshold_uncertainty_score":0.6398572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4181170976497737,"score_gpt":0.547607477820657,"score_spread":0.1294903801708833,"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."}}