{"id":"W6958452931","doi":"10.6084/m9.figshare.14966333.v1","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":"Legal and Regulatory Analysis","field":"Social Sciences","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001443354,0.0001596862,0.0008448881,0.00005453969,0.0006043387,0.00008602508,0.0001892315,0.00007295082,0.9802071],"category_scores_gemma":[0.004424306,0.0001078283,0.0004095867,0.0004519244,0.0001815215,0.0002858343,0.0000552785,0.0001543418,0.0001041721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006216009,"about_ca_system_score_gemma":0.001424462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009131182,"about_ca_topic_score_gemma":0.0006171489,"domain_scores_codex":[0.9980746,0.000512312,0.0003737845,0.0002979128,0.0004867336,0.0002546739],"domain_scores_gemma":[0.9969715,0.001655761,0.0003427608,0.0001330228,0.0007669556,0.0001299852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1917297,0.0002403453,3.173373e-7,0.00001795518,0.0003221441,0.0000486291,0.001499478,0.000007804641,0.0001218709,0.0000191726,0.8034508,0.002541797],"study_design_scores_gemma":[0.915965,0.0001000166,0.0000137392,0.001779521,0.0001880324,0.000008925697,0.0008428583,0.0008147701,0.001120336,0.00002732759,0.0788555,0.0002839723],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006704201,0.000178383,7.265656e-7,0.0003758957,0.00004725954,0.0008915722,0.9956247,0.00003288538,0.002178142],"genre_scores_gemma":[0.3467204,0.0000145715,0.0002438794,0.0002915008,0.001284004,0.008179343,0.6376249,0.00002222024,0.00561913],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9801029,"threshold_uncertainty_score":0.5296627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416157061475843,"score_gpt":0.2814172838136699,"score_spread":0.2672557131989115,"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."}}