{"id":"W4398236890","doi":"10.1002/imhj.22115","title":"Evaluating the use of the AMBIANCE‐Brief measure in clinical settings: Assessing acceptability, feasibility, and utility of the AMBIANCE‐Brief","year":2024,"lang":"en","type":"article","venue":"Infant Mental Health Journal","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Alberta Children's Hospital; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Fidelity; Psychological intervention; Conceptualization; Best practice; Medical education; Medicine; Work (physics); Psychology; Applied psychology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01196977,0.0001928388,0.0004154113,0.00005844322,0.0006867347,0.0001611426,0.0004785513,0.0001827342,0.0001679347],"category_scores_gemma":[0.0005875449,0.0001009018,0.0003040187,0.0005354442,0.0008115552,0.0003542327,0.0003230766,0.001950177,0.000001347855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002589159,"about_ca_system_score_gemma":0.0006965924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003920743,"about_ca_topic_score_gemma":0.0006157092,"domain_scores_codex":[0.9931746,0.00340854,0.001861369,0.0003930379,0.0007432624,0.0004192148],"domain_scores_gemma":[0.9970186,0.001188591,0.000906744,0.0006483789,0.0001213053,0.0001163672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001088036,0.0001930511,0.9350393,0.0001490739,0.00005392635,0.00000137362,0.00427042,0.00003323034,0.00002525503,0.0002987024,0.0008387712,0.05898807],"study_design_scores_gemma":[0.0008159039,0.0001553582,0.9836807,0.0008079565,0.00004174894,0.0001484282,0.001492528,0.01045121,0.000007079341,0.001302232,0.001002105,0.00009472627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805645,0.003458509,0.0001556335,0.01142799,0.002863917,0.001074837,0.00005957498,0.00001558137,0.0003795058],"genre_scores_gemma":[0.998105,0.0001518685,0.000538731,0.0009100619,0.0001532255,0.000008922719,0.000002754265,0.00001871577,0.0001107263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05889335,"threshold_uncertainty_score":0.8472656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2790387154803478,"score_gpt":0.551838679757091,"score_spread":0.2727999642767432,"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."}}