{"id":"W4281766461","doi":"10.1016/j.burns.2022.05.021","title":"Parental adjustment after pediatric burn injury","year":2022,"lang":"en","type":"letter","venue":"Burns","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; First aid; Quarter (Canadian coin); Family medicine; Occupational safety and health; Environmental health; Burn injury; Situational ethics; Medical emergency; Surgery; Social psychology","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":[],"category_scores_codex":[0.0001344032,0.0004837998,0.0006440448,0.0005224886,0.00008932594,0.00004036968,0.0002889983,0.0004007485,0.02750198],"category_scores_gemma":[0.00001980525,0.0004240847,0.0004735534,0.0003107179,0.00005355804,0.00006954713,0.0004224529,0.002054761,0.0007317085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068899,"about_ca_system_score_gemma":0.000093423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002641905,"about_ca_topic_score_gemma":0.000001147833,"domain_scores_codex":[0.9973044,0.0000723952,0.0004677176,0.0006017184,0.0009352801,0.0006185338],"domain_scores_gemma":[0.9988741,0.00004753492,0.0001871862,0.0007406997,0.00003914802,0.0001113036],"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":[0.0001712566,0.00008370119,0.02201325,0.0004892342,0.0001726856,0.002085863,0.00007571007,2.174362e-7,0.0000011057,0.00001484976,0.9740463,0.0008457765],"study_design_scores_gemma":[0.0006832816,0.0004538022,0.01887795,0.00003429502,0.001018071,0.00003937517,0.00004877703,0.000002345935,0.000003819051,0.00005095882,0.9783573,0.0004300298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02717017,0.008915563,0.00001667372,0.9199712,0.0101904,0.00277327,0.0006185509,0.0006348993,0.02970925],"genre_scores_gemma":[0.01456528,0.001063631,0.00009304185,0.833091,0.02126914,0.0003168417,0.001787268,0.0001600104,0.1276538],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09794457,"threshold_uncertainty_score":0.9998211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600369188060055,"score_gpt":0.2666342959342211,"score_spread":0.2506306040536205,"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."}}