{"id":"W6939229858","doi":"10.6084/m9.figshare.14966333","title":"Additional file 4 of Intraoperative fluorescence imaging with aminolevulinic acid detects grossly occult breast cancer: a phase II randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Randomized controlled trial; Occult; Medical imaging; Gold standard (test); Fluorescence-lifetime imaging microscopy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002917053,0.001275577,0.001936167,0.0008582887,0.000649003,0.001243557,0.001176728,0.001418156,0.7915655],"category_scores_gemma":[0.02355175,0.000671642,0.001715536,0.001657532,0.0002806928,0.001369342,0.0005076515,0.00119436,0.04280983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178129,"about_ca_system_score_gemma":0.001619721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002194574,"about_ca_topic_score_gemma":0.004700089,"domain_scores_codex":[0.9989039,0.0004690252,0.0001714871,0.0001631002,0.0001517859,0.0001407116],"domain_scores_gemma":[0.9851795,0.0107822,0.001740721,0.0006524739,0.001188365,0.0004567597],"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":[0.04849501,0.0007333861,0.001609798,0.03829539,0.001324054,0.0001071834,0.00009834814,0.0008711054,0.0003544376,0.002136031,0.8635437,0.04243158],"study_design_scores_gemma":[0.6043453,0.005352599,0.02173313,0.01372991,0.003614248,0.0004243894,0.0001863932,0.003381174,0.001161347,0.01273429,0.3331207,0.0002165042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003186923,0.0009745067,0.001481405,0.001543112,0.0003738372,0.01132598,0.9698262,0.0007523828,0.01053564],"genre_scores_gemma":[0.1393919,0.003152768,0.0292576,0.00872729,0.001518606,0.2215047,0.4807113,0.001385381,0.1143504],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7915655,"threshold_uncertainty_score":0.2973065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822693014172233,"score_gpt":0.312933057403714,"score_spread":0.2947061272619917,"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."}}