{"id":"W1569990868","doi":"10.1177/229255031101900402","title":"Delayed Immediate Surgery for Orbital Floor Fractures: Less Can Be More","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Enophthalmos; Diplopia; Medicine; Surgery; Asymptomatic; Orbital Fracture; Orbit (dynamics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006690961,0.0002610133,0.0007937056,0.0009563026,0.0001382222,0.00003675345,0.0001315036,0.000162805,0.0005384307],"category_scores_gemma":[0.003024118,0.0002175243,0.0006334229,0.0002358243,0.0001475756,0.0001200573,0.000008143847,0.0003339924,0.000008772136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014502,"about_ca_system_score_gemma":0.002738684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007176295,"about_ca_topic_score_gemma":0.0136511,"domain_scores_codex":[0.9980061,0.00003999127,0.0007967543,0.0002007605,0.000305719,0.0006506934],"domain_scores_gemma":[0.9957858,0.001875271,0.0003860284,0.0002029045,0.0003304357,0.0014196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003231889,0.0002976684,0.5350124,0.0006390729,0.002630586,0.01950277,0.005367907,0.00009984798,0.000140666,0.0001416546,0.3950376,0.03789796],"study_design_scores_gemma":[0.00133806,0.0003197213,0.9517205,0.0006339086,0.0009835085,0.0008279966,0.00254169,0.00008338719,0.0006789471,0.0001572912,0.04011263,0.0006022999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889507,0.0005331121,0.002063052,0.001443304,0.006314225,0.0002142676,0.0001640911,0.00001484988,0.0003023902],"genre_scores_gemma":[0.9969602,0.00002253882,0.0002057326,0.00171043,0.0008633356,0.00001021152,0.00006293535,0.00005028014,0.0001143875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4167081,"threshold_uncertainty_score":0.999435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05753370954807564,"score_gpt":0.2552371686848485,"score_spread":0.1977034591367729,"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."}}