{"id":"W4406511982","doi":"10.1016/j.yoph.2014.02.013","title":"10.1016/j.yoph.2014.02.013","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Internal limiting membrane; Limiting; Face (sociological concept); Surgery; Macular hole; Mechanical engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001355712,0.0001202012,0.0002266735,0.00006391193,0.00003810115,0.00001363193,0.00006982146,0.00005776956,0.9981441],"category_scores_gemma":[0.0000398661,0.00009827557,0.0001085103,0.0001258466,0.00002641103,0.0000384114,0.00002198033,0.0001039378,0.997193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002174917,"about_ca_system_score_gemma":0.00003546965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003117282,"about_ca_topic_score_gemma":4.84738e-8,"domain_scores_codex":[0.999175,0.00002399281,0.0001601252,0.0001968729,0.0002005831,0.0002434266],"domain_scores_gemma":[0.9994003,0.00003270964,0.00001853725,0.0002741386,0.00004406976,0.0002302176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001838229,0.00004749632,0.000001323956,0.00001252712,0.00001954043,0.00006028716,0.000006705167,0.000002425778,0.0002685094,4.474779e-7,0.5338953,0.4655016],"study_design_scores_gemma":[0.0002761448,0.0001920547,0.0003102046,0.00004284982,0.00004279445,0.00008651002,6.833752e-7,0.00004328657,0.0003512377,0.000004952926,0.9985282,0.0001210155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006501569,0.0001621067,7.862401e-7,0.00109478,0.000002415396,0.0001812565,0.00000434251,0.0001197177,0.991933],"genre_scores_gemma":[0.0004731744,0.000001557596,0.0001123824,0.0002535271,0.0002558547,0.00001375472,0.00002344854,0.00002532834,0.998841],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4653806,"threshold_uncertainty_score":0.4007562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005465315715615186,"score_gpt":0.1846394484526488,"score_spread":0.1791741327370336,"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."}}