{"id":"W7132563799","doi":"","title":"Preface THNO-9","year":2025,"lang":"en","type":"article","venue":"Pure Amsterdam UMC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"","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":["insufficient_payload"],"category_scores_codex":[0.001094887,0.0009205649,0.0005403293,0.002634934,0.002292677,0.004263455,0.001178901,0.001272919,0.4086148],"category_scores_gemma":[0.004910857,0.0003247342,0.0006732252,0.001521437,0.0005706172,0.001780106,0.001797624,0.00288817,0.2763462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002285789,"about_ca_system_score_gemma":0.001759449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005384154,"about_ca_topic_score_gemma":0.009338785,"domain_scores_codex":[0.9993567,0.0001080691,0.00003815842,0.0001103723,0.0003017962,0.00008495215],"domain_scores_gemma":[0.9978531,0.0002627694,0.00005830697,0.000223018,0.001187835,0.0004149002],"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":[0.00004663029,0.00002663728,0.00006721669,0.0001171015,0.000002658895,0.00003497047,0.0000431117,0.000076093,0.0002003671,0.006280015,0.9647852,0.02831998],"study_design_scores_gemma":[0.000003557089,0.00001321045,0.0002490998,0.0001080071,0.000001984427,0.00002417868,0.00003697767,0.00003587254,0.0001438709,0.001653807,0.9977253,0.000004203677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009500978,0.006089417,0.002334768,0.01228952,0.2273404,0.0002439776,0.004674623,0.0005995895,0.7454777],"genre_scores_gemma":[0.003388184,0.001981906,0.0005420859,0.001223584,0.0140383,0.00006661162,0.002026087,0.0003740619,0.9763592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5913852,"threshold_uncertainty_score":0.8435392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009666612356174817,"score_gpt":0.2772349096771874,"score_spread":0.2675682973210126,"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."}}