{"id":"W7117687046","doi":"10.21203/rs.3.rs-8189673/v1","title":"Systematic Review of the Psychological Impact of Memory Making on Parents following the death of a baby, child or stillborn infant in the neonatal or pediatric intensive care units or maternity ward","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Thematic analysis; Intensive care; Critical appraisal; Psychological intervention; Cohort study; Qualitative research; Cohort; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.007298738,0.001190102,0.008643132,0.00502055,0.0008762142,0.002504863,0.001544764,0.002081963,0.005129279],"category_scores_gemma":[0.04994025,0.001069821,0.01052946,0.005872647,0.001083606,0.001436862,0.001653224,0.001836033,0.0002934159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004239833,"about_ca_system_score_gemma":0.01379472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03042311,"about_ca_topic_score_gemma":0.09520967,"domain_scores_codex":[0.9922449,0.003434216,0.002567351,0.0005764051,0.0009199209,0.0002571665],"domain_scores_gemma":[0.9661667,0.02431171,0.006388484,0.0005636236,0.002053332,0.0005161418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009954276,0.00003875099,0.001581995,0.9384278,0.04119341,0.0001239243,0.0003142399,0.00007754416,0.0001001573,0.00009354441,0.001103113,0.0159501],"study_design_scores_gemma":[0.001978819,0.0006871768,0.01685401,0.7173295,0.2530203,0.0003422422,0.0006624624,0.00008296887,0.0001452007,0.0002465116,0.008567172,0.00008375583],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008188716,0.9888582,0.0001459058,0.0003273966,0.0002484313,0.0006710647,0.001183243,0.00001188767,0.0003650993],"genre_scores_gemma":[0.09318472,0.9028417,0.0008071325,0.0008579702,0.0001670357,0.001251202,0.0005999859,0.00001063208,0.0002797026],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03042311,"threshold_uncertainty_score":0.06049204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1484012385849155,"score_gpt":0.5047974206255362,"score_spread":0.3563961820406207,"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."}}