{"id":"W4235102371","doi":"10.21203/rs.3.rs-49544/v2","title":"Assessing Fidelity to Family-Based Treatment: An Exploratory Examination of Expert, Therapist, Parent, and Peer Ratings","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Fidelity; Psychology; Psychotherapist; Peer review; Clinical psychology; Computer science; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03978225,0.0003014829,0.0007276987,0.002044939,0.001085482,0.001141629,0.0009876009,0.0007543557,0.001045505],"category_scores_gemma":[0.1350453,0.0004198738,0.001015489,0.0007996247,0.001047315,0.00129318,0.002160046,0.0012429,0.000231534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209169,"about_ca_system_score_gemma":0.001359751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00305149,"about_ca_topic_score_gemma":0.007359696,"domain_scores_codex":[0.975441,0.01336501,0.002981903,0.0008782325,0.006655762,0.0006780858],"domain_scores_gemma":[0.8630069,0.08255747,0.01296708,0.009551786,0.02931403,0.002602648],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001337094,0.001070518,0.8099153,0.0004169398,0.0006961119,0.0003469216,0.07954943,0.0007417595,0.007300016,0.0005750683,0.001072942,0.09697794],"study_design_scores_gemma":[0.00006743638,0.00135396,0.9641907,0.0001569112,0.0001610102,0.000639694,0.02310967,0.003084631,0.003719938,0.0004310985,0.003013568,0.00007134299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917995,0.0002088621,0.002837738,0.0001223271,0.00002719601,0.0005158801,0.000211262,0.00002319606,0.004254098],"genre_scores_gemma":[0.9943655,0.0001308524,0.003862652,0.00003929789,0.00001145023,0.0003306232,0.0002863609,0.00002326789,0.0009499445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9602178,"threshold_uncertainty_score":0.2103912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.323302287153079,"score_gpt":0.5236349807771831,"score_spread":0.2003326936241041,"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."}}