{"id":"W6901835287","doi":"10.6084/m9.figshare.14966330.v1","title":"Additional file 3 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; Fluorescence; Fluorescence-lifetime imaging microscopy; Occult; Medical imaging","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001016149,0.0002508361,0.001476056,0.00008947627,0.0001843138,0.00002903706,0.0001282053,0.00005496257,0.9661135],"category_scores_gemma":[0.01061089,0.0001665382,0.0003375438,0.0002980156,0.0001260267,0.0001246401,0.0001139226,0.0003199138,0.00008223073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111172,"about_ca_system_score_gemma":0.001374905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001096818,"about_ca_topic_score_gemma":0.00004209021,"domain_scores_codex":[0.9980105,0.0002422552,0.0004689128,0.0003766383,0.0005567882,0.0003448898],"domain_scores_gemma":[0.9950966,0.003014977,0.0002789398,0.0002488256,0.001206887,0.0001537661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5036207,0.0003212234,1.321182e-7,0.00006860525,0.0005375028,0.0001658181,0.0001636065,6.545937e-7,0.003719156,3.079155e-7,0.48927,0.002132264],"study_design_scores_gemma":[0.9755643,0.0006570394,0.00004391343,0.006066655,0.0001130023,0.0001454012,0.0001517901,0.001492893,0.008165292,0.000004475957,0.007408333,0.0001868805],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003217166,0.0005271991,7.357006e-7,0.0003276037,0.00002828195,0.003063733,0.9922848,0.00004279529,0.0005077173],"genre_scores_gemma":[0.1133801,0.00005157624,0.000313941,0.0003245407,0.0004359096,0.02511682,0.8588837,0.00003948353,0.001453965],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9660313,"threshold_uncertainty_score":0.9977232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808853559859355,"score_gpt":0.3125031141072237,"score_spread":0.2944145785086302,"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."}}