{"id":"W7024360367","doi":"","title":"Silent Struggles: Addressing Psychiatrist’s Grief After&#13;\\nPatient Suicide","year":2024,"lang":"en","type":"other","venue":"Unimas Institutional Repository (Universiti Malaysia Sarawak)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grief; Coping (psychology); Mental health; Complicated grief; Suicide prevention; Stigma (botany); MEDLINE; Health care; Health professionals","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000270271,0.00158485,0.00116903,0.002987065,0.0007552177,0.0004607029,0.001264838,0.001206053,0.004336807],"category_scores_gemma":[0.00004242601,0.001814841,0.0008174885,0.001441688,0.001707661,0.0007240173,0.000745973,0.001588033,0.01182345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003187719,"about_ca_system_score_gemma":0.002076505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001757545,"about_ca_topic_score_gemma":0.0002538554,"domain_scores_codex":[0.992959,0.0003370378,0.0009313929,0.002320023,0.00219863,0.001253956],"domain_scores_gemma":[0.9963002,0.00007349483,0.0009585428,0.001621089,0.0003237758,0.0007228775],"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":[0.0008258414,0.0007774648,0.002051015,0.001589617,0.001955116,0.01492395,0.0008659476,0.005363452,0.001182092,0.04235008,0.9277945,0.0003209065],"study_design_scores_gemma":[0.001842024,0.0003067794,0.0009237517,0.007523257,0.001560202,0.001340794,0.0013277,0.002156484,0.0001808825,0.0007313621,0.9793199,0.002786914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02257325,0.01382676,0.0004015705,0.0001438547,0.007640888,0.001266645,0.002870619,0.002306965,0.9489694],"genre_scores_gemma":[0.3974626,0.000129234,0.002125397,0.0002019593,0.002948741,0.00008498992,0.001211251,0.001928415,0.5939074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3748893,"threshold_uncertainty_score":0.9996899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163034975070329,"score_gpt":0.244814578756451,"score_spread":0.2285110812494181,"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."}}