{"id":"W1990008291","doi":"10.2147/oas.s14557","title":"The new era of minimally invasive interventions for prostate cancer: robot-assisted laparoscopic radical prostatectomy and focal therapy","year":2011,"lang":"en","type":"article","venue":"Open Access Surgery","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Cryotherapy; Medicine; Prostate cancer; High-intensity focused ultrasound; Prostatectomy; Ablation; Prostate; Irreversible electroporation; Laparoscopic radical prostatectomy; Ablative case; Urology; Radiology; Cancer; Ultrasound; Radiation therapy; Surgery; Electroporation; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000341682,0.0001963642,0.0006015189,0.00006426282,0.0001864699,0.0002568781,0.0003257216,0.00005808975,0.0001595881],"category_scores_gemma":[0.0001403173,0.0001234231,0.0002249898,0.0002118926,0.0002069863,0.0004496434,0.0002491469,0.0001274938,0.000001481855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008085081,"about_ca_system_score_gemma":0.0010673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183056,"about_ca_topic_score_gemma":0.0009031969,"domain_scores_codex":[0.9985722,0.00006303441,0.0005413298,0.0003505309,0.0001558014,0.0003171082],"domain_scores_gemma":[0.9983926,0.0006159485,0.0003162409,0.0002991827,0.0001717514,0.0002043184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004639926,0.001001224,0.4279635,0.0006210827,0.000836027,0.00003822126,0.0007354065,7.09173e-7,0.0007719368,0.0002173089,0.02316935,0.5400053],"study_design_scores_gemma":[0.007103393,0.001181239,0.8663956,0.003221646,0.0002641753,0.00001746879,0.0001500492,0.000009287641,0.1088855,0.001074691,0.01142753,0.0002693877],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744728,0.01491425,0.00003965597,0.005245029,0.0003991171,0.004382619,0.0001214853,0.00002959051,0.0003954642],"genre_scores_gemma":[0.9674215,0.0276234,0.0007896675,0.0003524412,0.00007032776,0.002874619,0.00006811482,0.00004065777,0.0007592365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5397359,"threshold_uncertainty_score":0.503305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1556867035820688,"score_gpt":0.4033409626385161,"score_spread":0.2476542590564473,"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."}}