{"id":"W4406496056","doi":"10.1016/j.yoph.2014.09.003","title":"10.1016/j.yoph.2014.09.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Keratomileusis; Medicine; Small incision lenticule extraction; Laser; Finite element method; Ophthalmology; In situ; Optics; Structural engineering; Cornea; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004288382,0.0009569797,0.0004841175,0.001094411,0.0008803064,0.001775121,0.0006775021,0.00259336,0.8739116],"category_scores_gemma":[0.001012039,0.0003746454,0.0004473975,0.0004402876,0.0007460684,0.002031164,0.00101247,0.001613537,0.7327651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006582033,"about_ca_system_score_gemma":0.001173648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002224631,"about_ca_topic_score_gemma":0.002533629,"domain_scores_codex":[0.9998004,0.00001699345,0.00001493649,0.00004994595,0.00006072468,0.00005708028],"domain_scores_gemma":[0.9992663,0.0001085759,0.0001029172,0.00003211421,0.0001622176,0.0003278671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000361866,0.0003923814,0.006247685,0.0006067685,0.00004165463,0.001005369,0.000134302,0.0001397216,0.001012625,0.004478925,0.2848442,0.7007344],"study_design_scores_gemma":[0.0001086485,0.0002051427,0.009825503,0.001771618,0.00004130253,0.009328695,0.0004649878,0.0002488243,0.0005268062,0.004544157,0.9729012,0.00003313141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006465588,0.02230657,0.001704386,0.01078533,0.002743345,0.0001038726,0.001747859,0.00117088,0.9529722],"genre_scores_gemma":[0.02416966,0.01196982,0.002185357,0.004221847,0.001837676,0.000094126,0.001272565,0.0002372578,0.9540117],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1260884,"threshold_uncertainty_score":0.1798499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006281429628882497,"score_gpt":0.1861330002744301,"score_spread":0.1798515706455476,"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."}}