{"id":"W2606673024","doi":"10.1017/s0954579417000177","title":"Proof of concept of a mind–mindedness intervention for mothers hospitalized for severe mental illness","year":2017,"lang":"en","type":"article","venue":"Development and Psychopathology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Economic and Social Research Council","keywords":"Intervention (counseling); Psychology; Session (web analytics); Mental illness; Video feedback; Clinical psychology; Psychiatry; Developmental psychology; Mental health","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":[],"consensus_categories":[],"category_scores_codex":[0.002474135,0.0006747124,0.0004710273,0.0003023328,0.000556447,0.0005623769,0.001215897,0.001294407,0.006116894],"category_scores_gemma":[0.006313288,0.0002298308,0.001019642,0.0001455766,0.0006237619,0.0005543652,0.0009605272,0.001192234,0.0002734593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004829717,"about_ca_system_score_gemma":0.003415735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001563931,"about_ca_topic_score_gemma":0.00203074,"domain_scores_codex":[0.9988419,0.0007224368,0.00007235823,0.00009121188,0.0001667031,0.0001053447],"domain_scores_gemma":[0.9972103,0.001699081,0.0002531981,0.0001589494,0.000191687,0.0004868547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.07477453,0.2540606,0.005145581,0.008348615,0.0008140327,0.00102941,0.002751632,0.0008861279,0.02627018,0.003221282,0.007378469,0.6153195],"study_design_scores_gemma":[0.250047,0.6249065,0.0544114,0.002711048,0.001874522,0.0009789865,0.002589133,0.003733053,0.0274244,0.003311916,0.02786977,0.000142324],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464682,0.0020003,0.01107906,0.003933208,0.001584601,0.02806104,0.0006792328,0.0003587635,0.005835554],"genre_scores_gemma":[0.8726634,0.002692953,0.08735047,0.001978423,0.0004636523,0.03173247,0.0004525304,0.00004000041,0.002626018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006116894,"threshold_uncertainty_score":0.02046305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03054663169256637,"score_gpt":0.3447806895364455,"score_spread":0.3142340578438791,"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."}}