{"id":"W4406571796","doi":"10.1016/j.abdp.2023.12.003","title":"10.1016/j.abdp.2023.12.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Melanoma; Medicine; Cancer research","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":[0.0005155415,0.001471935,0.0006455277,0.001883846,0.001217935,0.001830511,0.001106074,0.00410831,0.9532746],"category_scores_gemma":[0.00127855,0.0005821264,0.0007938301,0.0009732512,0.0008736806,0.002269179,0.00120681,0.00163123,0.9480563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008954117,"about_ca_system_score_gemma":0.0009404226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004036421,"about_ca_topic_score_gemma":0.003925226,"domain_scores_codex":[0.9997146,0.00002091865,0.00003017381,0.00006675913,0.00007727986,0.00009040413],"domain_scores_gemma":[0.9989497,0.0002135236,0.00009426851,0.00005896259,0.0002379614,0.0004456432],"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":[0.0003276281,0.0002489893,0.003615581,0.0004339093,0.0000346191,0.0006053958,0.00005511642,0.00037919,0.000854729,0.00278024,0.3708545,0.61981],"study_design_scores_gemma":[0.00009355263,0.0001361731,0.004027372,0.0006625829,0.00003510988,0.003976216,0.000158747,0.0003406277,0.0006318983,0.002303669,0.9876041,0.00003001066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001729499,0.002820548,0.0009194681,0.002985415,0.001033528,0.00007169958,0.001513208,0.0007727303,0.988154],"genre_scores_gemma":[0.004397254,0.001162386,0.001068946,0.001266122,0.0003785659,0.00004947448,0.001122213,0.0001632659,0.9903919],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04672539,"threshold_uncertainty_score":0.06664801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007733495323968852,"score_gpt":0.2162343341537411,"score_spread":0.2085008388297722,"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."}}