{"id":"W4406083383","doi":"10.1002/wjo2.233","title":"Impact of the “July effect” in head and neck microvascular reconstruction: A retrospective review","year":2025,"lang":"en","type":"review","venue":"World Journal of Otorhinolaryngology - Head and Neck Surgery","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dehiscence; Wound dehiscence; Surgery; Retrospective cohort study; Quarter (Canadian coin); Complication; Adverse effect; Hematoma; Head and neck; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004987863,0.000207434,0.0006330663,0.004103215,0.0003148051,0.0009912305,0.0005393187,0.0004015098,0.001236268],"category_scores_gemma":[0.01763526,0.0002915376,0.0008164786,0.006403767,0.0005734517,0.0008979286,0.0005238631,0.0002865818,0.0001811471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007610117,"about_ca_system_score_gemma":0.001717076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002516131,"about_ca_topic_score_gemma":0.003748097,"domain_scores_codex":[0.9943753,0.001869884,0.00214308,0.0004749797,0.0009520831,0.0001846514],"domain_scores_gemma":[0.9547421,0.01782186,0.02290997,0.0007027866,0.00338584,0.0004373463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000258107,0.00003488069,0.9524906,0.00971246,0.001006971,0.001281035,0.0002298215,0.0000972731,0.0002498398,0.0002413434,0.00140533,0.03299234],"study_design_scores_gemma":[0.00003859958,0.0002763663,0.967195,0.007841555,0.001916878,0.01098675,0.001693819,0.000227868,0.0004278837,0.0001074706,0.009261091,0.00002665959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4940448,0.5005431,0.0005201818,0.0008025255,0.000141451,0.0001277645,0.001852677,0.00001109257,0.001956386],"genre_scores_gemma":[0.9043688,0.09351202,0.0004091525,0.0004446679,0.0002824345,0.00009154191,0.0007062129,0.00000708396,0.000178154],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004987863,"threshold_uncertainty_score":0.02637869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785737693151382,"score_gpt":0.3256756007125765,"score_spread":0.3078182237810627,"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."}}