{"id":"W2087928497","doi":"10.1227/01.neu.0000326039.08080.ed","title":"ABSORBABLE INTRADERMAL CLOSURE OF ELECTIVE CRANIOTOMY WOUNDS","year":2008,"lang":"en","type":"article","venue":"Operative Neurosurgery","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Medicine; Surgery; Craniotomy; Scalp; Cosmesis; Wound care; Anesthesia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009497664,0.0001947247,0.0005094326,0.00009604316,0.0001535307,0.00001232925,0.00006622599,0.0001014755,0.0006327895],"category_scores_gemma":[0.0002229258,0.0001476118,0.0002442279,0.0003624733,0.0002579356,0.0001380372,0.00003056318,0.0003103933,0.00002281225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002432646,"about_ca_system_score_gemma":0.0001435068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003400012,"about_ca_topic_score_gemma":0.000001518772,"domain_scores_codex":[0.9986557,0.00010631,0.000326661,0.0003136385,0.000299974,0.0002976534],"domain_scores_gemma":[0.9990829,0.0002916824,0.0000803908,0.0002044073,0.0001852392,0.0001553979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001180662,0.001014688,0.6579362,0.00009788627,0.0002353737,0.002025176,0.0012269,0.00004205301,0.2940279,0.0008232426,0.04014007,0.001249855],"study_design_scores_gemma":[0.001508036,0.0006209362,0.7031575,0.00008725606,0.00005097526,0.0008888975,0.0001307418,0.00005905374,0.2391167,0.00005148429,0.05403382,0.0002945531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877915,0.0003357118,0.00002559812,0.001005718,0.000241232,0.0002614699,0.00001121434,0.00004411567,0.01028338],"genre_scores_gemma":[0.9947379,0.0002565748,0.0001061521,0.002064422,0.0002526187,0.00002038609,0.00001107502,0.0000272693,0.002523569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0549112,"threshold_uncertainty_score":0.6928601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583214913219131,"score_gpt":0.2777118770668893,"score_spread":0.2518797279346979,"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."}}