{"id":"W4404416945","doi":"10.21203/rs.3.rs-5321173/v1","title":"Co-Led Dialectical Behavioral Therapy Skills and Cultural Teachings for Perinatal Persons who are Substance Involved","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; First Nations Health and Social Secretariat of Manitoba; University of Manitoba; Red Deer Polytechnic","funders":"","keywords":"Dialectic; Psychology; Psychotherapist; Substance use; Dialectical behavior therapy; Clinical psychology; Philosophy; Epistemology","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":[0.0005850041,0.0001688136,0.000175905,0.0002852342,0.001426221,0.0004167548,0.0006690166,0.0004045301,0.005245267],"category_scores_gemma":[0.002423604,0.0001132605,0.0001678684,0.0002232064,0.0003435997,0.0004253087,0.001784131,0.0009780197,0.0004158734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005672859,"about_ca_system_score_gemma":0.003912099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002950431,"about_ca_topic_score_gemma":0.01241719,"domain_scores_codex":[0.9996809,0.0001473711,0.00001279442,0.00002894232,0.00004813182,0.00008193199],"domain_scores_gemma":[0.9991535,0.0002485298,0.00005960649,0.00005318592,0.00005134218,0.0004339021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008061856,0.02517616,0.04362443,0.0003579481,0.00005228032,0.001631369,0.0265483,0.000566732,0.004978602,0.003560489,0.008262657,0.8844348],"study_design_scores_gemma":[0.003376431,0.01540557,0.6191131,0.00224735,0.0004797775,0.01501694,0.1963788,0.006869943,0.02825846,0.02183007,0.09087549,0.0001480839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9805859,0.0007472042,0.002729871,0.001340466,0.0001132656,0.0002336224,0.00003872103,0.00005428338,0.01415682],"genre_scores_gemma":[0.9846482,0.001169786,0.007362133,0.0002333692,0.00002196997,0.0004079706,0.00006701799,0.00001562597,0.006073917],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005245267,"threshold_uncertainty_score":0.01754719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08436264083716538,"score_gpt":0.4455045147004859,"score_spread":0.3611418738633205,"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."}}