{"id":"W2947518429","doi":"10.1108/mhrj-06-2018-0016","title":"Human givens rewind trauma treatment: description and conceptualisation","year":2019,"lang":"en","type":"article","venue":"Mental Health Review Journal","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Shame; Session (web analytics); Randomized controlled trial; Medicine; Psychotherapist; Psychology; Physical therapy; Computer science; Surgery; Social psychology","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":[],"category_scores_codex":[0.0008497592,0.0001589338,0.0004080733,0.00009216394,0.0003380897,0.00005228486,0.0001124911,0.00004865332,0.005517309],"category_scores_gemma":[0.00001000364,0.0001276983,0.0000861334,0.0001124506,0.00006821316,0.0001696416,0.00001791416,0.0002423633,0.0004450407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004270819,"about_ca_system_score_gemma":0.00005797647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000214687,"about_ca_topic_score_gemma":0.00003746757,"domain_scores_codex":[0.9977393,0.0007143412,0.0005979418,0.0002353638,0.0002929786,0.0004200984],"domain_scores_gemma":[0.9991378,0.00003203104,0.0003096482,0.0002181301,0.00003581652,0.0002666372],"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":[0.00007307365,0.0008048365,0.02062399,0.002181544,0.0001710127,0.00001874095,0.01426261,2.443219e-7,0.0001641053,0.002845083,0.03149763,0.9273571],"study_design_scores_gemma":[0.01722298,0.01392744,0.3527257,0.01830445,0.0001469002,0.004962049,0.0134497,0.00003845082,0.0000685937,0.001272948,0.5769417,0.0009391248],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7107109,0.2734658,0.00001787007,0.004845051,0.0006183594,0.001819005,0.00003458879,0.0000230308,0.008465385],"genre_scores_gemma":[0.9188527,0.07480384,0.0001788662,0.002283569,0.0001675677,0.00007064648,0.00008415062,0.00003801905,0.003520564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.926418,"threshold_uncertainty_score":0.9953918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1760171396982858,"score_gpt":0.469071597154519,"score_spread":0.2930544574562333,"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."}}