{"id":"W4413358444","doi":"10.5334/ijic.nacic24042","title":"Co-developing Considerations for a National Standard for Early Psychosis Intervention","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Psychosis; Medicine; Psychology; Psychiatry; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.169888,0.0009807551,0.001101089,0.003005742,0.0172731,0.01102269,0.008266131,0.004929043,0.00683266],"category_scores_gemma":[0.1084533,0.001211776,0.001826264,0.001745962,0.006907714,0.006439564,0.02030848,0.010592,0.001473213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08304083,"about_ca_system_score_gemma":0.4841273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3848643,"about_ca_topic_score_gemma":0.5908262,"domain_scores_codex":[0.8638564,0.06477238,0.01011727,0.005869552,0.0377969,0.01758745],"domain_scores_gemma":[0.8044699,0.02467448,0.006974915,0.01146291,0.1026773,0.04974058],"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":[0.0004064643,0.001668024,0.04682814,0.005710397,0.0002442113,0.002774468,0.1816089,0.004745574,0.008854378,0.07573182,0.2000179,0.4714096],"study_design_scores_gemma":[0.0001759883,0.0009497227,0.04369676,0.008885117,0.0002373511,0.001059869,0.2472876,0.003926834,0.00813164,0.03770769,0.6475485,0.000392929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1433412,0.005848359,0.1352171,0.4848627,0.00592165,0.03360219,0.001664274,0.001294717,0.1882478],"genre_scores_gemma":[0.5432687,0.004043923,0.393009,0.02566716,0.0004094134,0.009124487,0.001642449,0.0003062564,0.02252862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3848643,"threshold_uncertainty_score":0.8984642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05263320083900155,"score_gpt":0.4134394318772072,"score_spread":0.3608062310382056,"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."}}