{"id":"W4312388665","doi":"10.1007/978-3-031-15290-0_1","title":"Introduction","year":2022,"lang":"en","type":"book-chapter","venue":"Lifelong learning book series","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Posttraumatic growth; Psychology; Coping (psychology); Psychotherapist; Psychological intervention; Psychoanalysis; Psychiatry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006453905,0.0009087304,0.0005763453,0.001559017,0.001332416,0.003768343,0.001605433,0.001705835,0.7671924],"category_scores_gemma":[0.00217381,0.0003282715,0.0005813423,0.001165573,0.0003975544,0.002188652,0.00233237,0.001715794,0.693814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166697,"about_ca_system_score_gemma":0.002169803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003129974,"about_ca_topic_score_gemma":0.005715625,"domain_scores_codex":[0.9994204,0.00005118998,0.00001835658,0.0001127057,0.0003283664,0.0000689837],"domain_scores_gemma":[0.9991177,0.0001020313,0.00002628063,0.0001028924,0.000442965,0.0002081394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001933285,0.00003797358,0.00007394418,0.0001020927,0.00000132572,0.00003984165,0.00004153149,0.0000600809,0.0002653218,0.006929984,0.8690748,0.1233538],"study_design_scores_gemma":[0.000002450017,0.000006705903,0.000081878,0.00004990959,6.967794e-7,0.00002662033,0.00002657898,0.00001746425,0.00005759683,0.001381041,0.9983468,0.00000228754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002672776,0.001278672,0.002776632,0.002071778,0.004602955,0.0002038135,0.00319721,0.001258156,0.9843434],"genre_scores_gemma":[0.0005177335,0.0006275104,0.0009063914,0.0008414175,0.0003904998,0.00007668912,0.001796652,0.0002136546,0.9946294],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2328076,"threshold_uncertainty_score":0.3320718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03650027122875017,"score_gpt":0.3124888463715667,"score_spread":0.2759885751428166,"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."}}