{"id":"W4406511943","doi":"10.1016/j.yoph.2014.02.028","title":"10.1016/j.yoph.2014.02.028","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ophthalmology; Stripping (fiber); 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":[0.000429288,0.0008607723,0.0004507298,0.0009891975,0.000804043,0.001715639,0.0006183989,0.002438871,0.8463036],"category_scores_gemma":[0.001073455,0.0003413183,0.0003944549,0.0003891466,0.000690603,0.001867641,0.0009604293,0.001546591,0.6639821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006579461,"about_ca_system_score_gemma":0.00118274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157623,"about_ca_topic_score_gemma":0.00240647,"domain_scores_codex":[0.9998158,0.00001672887,0.00001380575,0.00004666481,0.00005609275,0.00005096079],"domain_scores_gemma":[0.9992912,0.0001010203,0.0001036654,0.00002947713,0.0001661539,0.0003085],"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":[0.0003830651,0.0003776907,0.006654445,0.0006407758,0.00004153914,0.001009855,0.0001647471,0.0001274018,0.001055854,0.005374507,0.2984961,0.685674],"study_design_scores_gemma":[0.0001130656,0.0002049121,0.01114238,0.00184615,0.00004403002,0.009158218,0.0004925766,0.0002136774,0.0005120923,0.005606452,0.9706326,0.00003386511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00766385,0.02772302,0.001820292,0.01444251,0.003314294,0.0001183147,0.002069253,0.001127907,0.9417205],"genre_scores_gemma":[0.03103787,0.01403272,0.002371424,0.005100401,0.002165462,0.0001101993,0.001463094,0.0002359651,0.943483],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1536964,"threshold_uncertainty_score":0.2192292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005876646150459445,"score_gpt":0.1837526344278616,"score_spread":0.1778759882774022,"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."}}