{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001254047,0.00007191091,0.00006044433,0.00005623505,0.0001984406,0.0001675343,0.0001974726,0.00002461426,0.0004750845],"category_scores_gemma":[0.00006581745,0.00006778555,0.0001100988,0.0001911505,0.00006213483,0.000140114,0.00002743132,0.000148065,0.0006638175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003091454,"about_ca_system_score_gemma":0.0001312833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001492833,"about_ca_topic_score_gemma":0.0001657665,"domain_scores_codex":[0.9990013,0.0002936038,0.0001588365,0.0002039252,0.0001725841,0.0001698035],"domain_scores_gemma":[0.9996794,0.00006420742,0.0000286452,0.0001104723,0.00002397696,0.00009331254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000174072,0.0004458184,0.003876644,0.00009767487,0.00006744113,0.000007064915,0.02455064,0.00001248209,0.0004134758,0.7472157,0.07907126,0.1442244],"study_design_scores_gemma":[0.0001727526,0.00002640083,0.02725847,0.0002362975,0.00001604352,0.000003424522,0.004664771,0.000102456,0.000004413305,0.003807855,0.963561,0.0001461078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1094913,0.003574044,0.01589157,0.009185741,0.01920925,0.0001975308,0.00002161029,0.000447813,0.8419812],"genre_scores_gemma":[0.9386809,0.00002701762,0.03288266,0.0004290238,0.004266146,0.000004760594,0.00001559792,0.00003073864,0.02366315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8844898,"threshold_uncertainty_score":0.8532253,"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."}}