{"id":"W4406571951","doi":"10.1016/j.abdp.2023.06.008","title":"10.1016/j.abdp.2023.06.008","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Art","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":[0.0004901469,0.001631474,0.0007133941,0.001819535,0.001128695,0.00151479,0.0011709,0.00401807,0.949675],"category_scores_gemma":[0.001077107,0.0005740988,0.0008091161,0.00081598,0.0008441202,0.002317844,0.001139141,0.001678428,0.9473027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007781386,"about_ca_system_score_gemma":0.000802157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003441643,"about_ca_topic_score_gemma":0.003155978,"domain_scores_codex":[0.9997285,0.0000208382,0.00002790029,0.00006381259,0.00006815156,0.00009075188],"domain_scores_gemma":[0.9989814,0.0002037368,0.00008968424,0.00005351252,0.0002281707,0.0004435107],"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":[0.0004593502,0.0003176697,0.003760003,0.0005639165,0.00004459681,0.0007157603,0.00005898873,0.0004108657,0.001105098,0.00291811,0.3316978,0.6579478],"study_design_scores_gemma":[0.0001481986,0.0002351495,0.005227919,0.000830271,0.00004682488,0.004839257,0.0001710435,0.0004944747,0.000883283,0.002875355,0.9842085,0.00003960261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00224989,0.002833509,0.0009453574,0.002734636,0.001177617,0.00008576512,0.001413179,0.0008047624,0.9877554],"genre_scores_gemma":[0.005280722,0.001178401,0.001054254,0.001302148,0.0004554442,0.00006288209,0.001147386,0.0001746496,0.9893441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05032504,"threshold_uncertainty_score":0.07178247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007071698321484876,"score_gpt":0.1903550335440519,"score_spread":0.183283335222567,"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."}}