{"id":"W4292395108","doi":"10.2196/41451","title":"An Evaluation of a Web-Based Decision Aid for Treatment Planning of Small Kidney Tumors: Pilot Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Randomized controlled trial; Medicine; Medical physics; Computer science; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01445402,0.002183457,0.00379372,0.0009000435,0.0009807672,0.001877673,0.001857656,0.003410623,0.0130567],"category_scores_gemma":[0.0238454,0.000862031,0.003895544,0.0009611437,0.001762792,0.002375277,0.001254319,0.003543896,0.001434301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001769591,"about_ca_system_score_gemma":0.003219828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001677489,"about_ca_topic_score_gemma":0.002139195,"domain_scores_codex":[0.9890867,0.008128423,0.000824402,0.0008253963,0.0006442078,0.0004907813],"domain_scores_gemma":[0.9796412,0.01284247,0.002823808,0.001224715,0.001642389,0.001825324],"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":[0.9609911,0.02125545,0.0005804849,0.002291838,0.001977795,0.00004639286,0.0001384751,0.0003682034,0.0004415709,0.0001764008,0.0006238953,0.0111083],"study_design_scores_gemma":[0.9384384,0.05860305,0.0006565569,0.0001203286,0.0008504498,0.000009126775,0.00004451385,0.000491259,0.0001250077,0.0001652949,0.00048288,0.00001323359],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.8109772,0.005488601,0.004969933,0.002337573,0.002443105,0.1658493,0.003028337,0.0004496236,0.004456379],"genre_scores_gemma":[0.7528016,0.002192857,0.01902843,0.002236976,0.0009110232,0.217984,0.001156864,0.00004705487,0.00364115],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01445402,"threshold_uncertainty_score":0.07644111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3324305931682587,"score_gpt":0.5382614503779294,"score_spread":0.2058308572096707,"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."}}