{"id":"W4406643459","doi":"10.1016/b978-2-294-76016-7.00007-9","title":"10.1016/b978-2-294-76016-7.00007-9","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Materials science","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":[0.0006013706,0.001791565,0.001032597,0.001424669,0.001198184,0.00384457,0.001900515,0.00330005,0.9782926],"category_scores_gemma":[0.001174326,0.0006927031,0.0007159154,0.001442682,0.0009895217,0.003423117,0.00289862,0.001929107,0.987829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007154929,"about_ca_system_score_gemma":0.0006401501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002428721,"about_ca_topic_score_gemma":0.002816357,"domain_scores_codex":[0.999689,0.00001754006,0.00001825007,0.0001024789,0.0001155826,0.00005720951],"domain_scores_gemma":[0.9989642,0.0003094464,0.00006073874,0.0001264784,0.0002081361,0.0003309447],"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":[0.0001214182,0.0001033584,0.0002923234,0.0003738499,0.00001232329,0.0001114548,0.00007942238,0.0002367208,0.001842587,0.006662158,0.412835,0.5773293],"study_design_scores_gemma":[0.00001290078,0.00003201321,0.0003771278,0.0002164152,0.000004572831,0.0001518125,0.00005499156,0.00006750524,0.0001974171,0.0008792392,0.9979971,0.000008918298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001340383,0.0003888344,0.0004808917,0.0002127941,0.0001482622,0.00003086502,0.0003698106,0.0005678808,0.9976666],"genre_scores_gemma":[0.0003195088,0.0001982145,0.0002391416,0.00008512742,0.00002725653,0.00001921449,0.0002307443,0.0001383682,0.9987424],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02170736,"threshold_uncertainty_score":0.03096288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058944676719025,"score_gpt":0.1868096897686374,"score_spread":0.1762202430014471,"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."}}