{"id":"W6940123671","doi":"10.6084/m9.figshare.23435127","title":"Additional file 3 of Influence of molecular imaging on patient selection for treatment intensification prior to salvage radiation therapy for prostate cancer: a post hoc analysis of the PROPS trial","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University of Toronto; Centre hospitalier universitaire de Québec","funders":"","keywords":"Post-hoc analysis; Selection (genetic algorithm); Post hoc; Prostate cancer; Prostate; Radiation therapy; Molecular 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004725471,0.001575864,0.002961722,0.00104074,0.0008684856,0.001848951,0.001972876,0.00164876,0.6761691],"category_scores_gemma":[0.04365006,0.0007591416,0.004499142,0.001664721,0.0004848943,0.001821077,0.001012838,0.001842166,0.03579065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373778,"about_ca_system_score_gemma":0.002418958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00428698,"about_ca_topic_score_gemma":0.01013045,"domain_scores_codex":[0.9968801,0.001330907,0.0003303636,0.0005486373,0.0003982093,0.0005118035],"domain_scores_gemma":[0.9497174,0.04205169,0.003753052,0.002090453,0.001502225,0.0008850498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.09982824,0.00137451,0.0239228,0.02632742,0.0114428,0.0004598609,0.0005132184,0.006330159,0.0009113877,0.003868438,0.7774076,0.04761347],"study_design_scores_gemma":[0.4095978,0.01428424,0.1704429,0.007937958,0.01989664,0.001472354,0.001045051,0.0237772,0.002902935,0.02726422,0.3207221,0.0006566912],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01002952,0.0005128396,0.002608671,0.0007219491,0.000257069,0.001746145,0.9782996,0.0008394963,0.0049846],"genre_scores_gemma":[0.3644919,0.0009274716,0.02479913,0.005668502,0.001101194,0.05758097,0.4372891,0.003996948,0.1041447],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6761691,"threshold_uncertainty_score":0.4619055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693615155542825,"score_gpt":0.2451605643488917,"score_spread":0.2282244127934634,"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."}}