{"id":"W2415567255","doi":"10.1097/sla.0000000000001269","title":"The RAPID Concept—Novel Idea or a Bridge Too Far?","year":2015,"lang":"en","type":"letter","venue":"Annals of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Bridge (graph theory); Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008108052,0.000770635,0.001070884,0.0008157588,0.001918886,0.00359953,0.001928078,0.02588943,0.01266583],"category_scores_gemma":[0.03660044,0.0004379055,0.001041579,0.0004942146,0.005232963,0.0112978,0.001919582,0.0334446,0.007635869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003541628,"about_ca_system_score_gemma":0.00330835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001110886,"about_ca_topic_score_gemma":0.001681761,"domain_scores_codex":[0.9961045,0.001546058,0.0003480765,0.0004169605,0.001225593,0.0003589527],"domain_scores_gemma":[0.9885299,0.007484617,0.0006604471,0.0004454711,0.001676031,0.001203482],"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":[0.0001055189,0.0000476343,0.0006003243,0.0002025015,0.00002476177,0.003649251,0.0001481439,0.0001311121,0.0001848607,0.03271074,0.9183917,0.04380343],"study_design_scores_gemma":[0.0002115664,0.0001617922,0.0004219409,0.0009436231,0.00003185914,0.0121099,0.0004993856,0.0004703928,0.0002157988,0.05920433,0.9256518,0.00007758901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001722451,0.00600972,0.0002780135,0.9759687,0.01425615,0.000008732849,0.0000175244,0.00002121727,0.003267667],"genre_scores_gemma":[0.00728227,0.01341379,0.0008813922,0.8650901,0.1061093,0.00005648392,0.00003416885,0.00002802441,0.00710439],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02588943,"threshold_uncertainty_score":0.04288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5934946899267345,"score_gpt":0.3520770471169601,"score_spread":0.2414176428097743,"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."}}