{"id":"W4316086459","doi":"10.53841/bpscpf.2019.1.319.6","title":"Early psychological interventions following a major incident: The case of the Manchester Arena attack","year":2019,"lang":"en","type":"article","venue":"Clinical Psychology Forum","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Psychological intervention; Phase (matter); Psychology; Psychological trauma; Medicine; Psychiatry; Psychotherapist; Criminology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002279046,0.0002954152,0.000654142,0.0001146417,0.0002214667,0.00003953638,0.001832658,0.0005795576,0.003221453],"category_scores_gemma":[0.0006574421,0.0001693652,0.001717394,0.0005115411,0.001066937,0.00009756369,0.0005621735,0.001516157,0.003058499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002295773,"about_ca_system_score_gemma":0.0000212166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008522746,"about_ca_topic_score_gemma":0.0002150306,"domain_scores_codex":[0.9944423,0.00180807,0.001676564,0.0009058892,0.0002881058,0.0008790838],"domain_scores_gemma":[0.9946067,0.001836623,0.0005313587,0.002781283,0.00008195635,0.0001621042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005004405,0.002758057,0.9136038,0.0000577038,0.0008535801,0.00057151,0.001034022,0.000001447287,0.00003924573,0.006037702,0.05280659,0.02173595],"study_design_scores_gemma":[0.003964214,0.001082277,0.9841384,0.0001648952,0.0001284699,0.0009140933,0.001367391,0.00001049471,0.000004822487,0.005433606,0.002563842,0.0002275479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544555,0.000686295,0.000194496,0.01061318,0.005847328,0.001297572,0.00003126423,0.00005595289,0.0268184],"genre_scores_gemma":[0.9928073,0.00001141556,0.00009794148,0.003706077,0.0001133887,0.0001744189,0.000004993899,0.00004629057,0.00303818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07053459,"threshold_uncertainty_score":0.9977177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3267581707553894,"score_gpt":0.5660552195574742,"score_spread":0.2392970488020848,"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."}}