{"id":"W4401921937","doi":"10.1192/j.eurpsy.2024.1243","title":"ACOMPANYA’M a novel multimodal intervention plan","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Intervention (counseling); Multimodal therapy; Plan (archaeology); Computer science; Psychology; Geography; Psychotherapist; Psychiatry; Archaeology","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":[0.001231167,0.0004825353,0.0002650043,0.0006078334,0.001163693,0.00105236,0.0009556608,0.001243174,0.04074116],"category_scores_gemma":[0.001925426,0.0001390463,0.000718449,0.000265289,0.0006038334,0.0008588793,0.001948465,0.001483932,0.002973269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437488,"about_ca_system_score_gemma":0.003698659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002259428,"about_ca_topic_score_gemma":0.005534317,"domain_scores_codex":[0.9991073,0.000438787,0.00004704313,0.0001356961,0.0001210472,0.0001501558],"domain_scores_gemma":[0.9995714,0.0001004128,0.00003213734,0.00003174872,0.00007130396,0.0001930218],"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":[0.0008780046,0.004454127,0.003511613,0.0008496083,0.00008905703,0.001097937,0.002577441,0.002040508,0.002192258,0.03869502,0.07418484,0.8694296],"study_design_scores_gemma":[0.002792608,0.00643521,0.02432206,0.003817335,0.0002981738,0.003195247,0.007818423,0.01349517,0.003115677,0.05376309,0.8807978,0.0001491168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1703282,0.004987871,0.12955,0.09722234,0.005729319,0.0284107,0.002013797,0.00211082,0.559647],"genre_scores_gemma":[0.5539417,0.003878353,0.2502081,0.01947477,0.0008193433,0.02865491,0.001414787,0.0001425668,0.1414654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04074116,"threshold_uncertainty_score":0.1362927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05440309739087695,"score_gpt":0.3999923664452451,"score_spread":0.3455892690543682,"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."}}