{"id":"W4386986180","doi":"10.1016/j.brachy.2023.06.195","title":"PO94","year":2023,"lang":"sv","type":"article","venue":"Brachytherapy","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Positive Living North; University of Alberta; University of Saskatchewan","funders":"","keywords":"Medicine; Brachytherapy; Prostate; Implant; Prostate brachytherapy; Fiducial marker; Magnetic resonance imaging; Nuclear medicine; Prostate cancer; Radiation therapy; Radiology; Surgery; Cancer","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":["insufficient_payload"],"category_scores_codex":[0.0001709566,0.0002028521,0.0002792012,0.0001462298,0.0001611716,0.00002214696,0.0001504629,0.0001594172,0.002263317],"category_scores_gemma":[0.00002190878,0.0001913592,0.0001407592,0.0009677419,0.00008900021,0.00005138734,0.00003898096,0.000252615,0.003808106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000396057,"about_ca_system_score_gemma":0.00007772381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002382811,"about_ca_topic_score_gemma":0.000004416264,"domain_scores_codex":[0.9986694,0.00002289408,0.000280755,0.0003634117,0.0002162346,0.0004472964],"domain_scores_gemma":[0.9989831,0.00008187279,0.00009152447,0.0006165321,0.00006377564,0.0001631751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001073414,0.0002610421,0.0009970347,0.00006468333,0.00005238513,0.0001136731,0.0004954783,0.00006986444,0.02530149,0.02042232,0.2673151,0.6847996],"study_design_scores_gemma":[0.0008902395,0.0003086296,0.01584648,0.000116103,0.00003715267,0.00003067965,0.0002521589,0.001333598,0.004179086,0.004626544,0.9721236,0.0002557766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3338417,0.04461949,0.177578,0.1954554,0.003798706,0.01093078,0.0006344395,0.01642781,0.2167136],"genre_scores_gemma":[0.6703147,0.06822813,0.02400362,0.01023807,0.003920831,0.0008726457,0.0004691624,0.0003317028,0.2216212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7048085,"threshold_uncertainty_score":0.9986488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03359516605534325,"score_gpt":0.3682549431683281,"score_spread":0.3346597771129849,"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."}}