{"id":"W4404365411","doi":"10.1002/pros.24824","title":"Reactive Stroma and Acinar Morphology in Prostate Cancer: Implications for Progression and Prognostic Assessment","year":2024,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Stroma; Stromal cell; Prostate cancer; Prostate; Pathology; Extracellular matrix; Medicine; Cancer; Immunohistochemistry; Biology; Internal medicine; Cell biology","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":[],"consensus_categories":[],"category_scores_codex":[0.00173409,0.0003927403,0.0001902674,0.00155454,0.000229762,0.0008568786,0.000340192,0.0002646062,0.001053935],"category_scores_gemma":[0.002026928,0.0001557808,0.0001442718,0.001136254,0.0005220601,0.0004933159,0.0004971339,0.000339554,0.0001961632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002066149,"about_ca_system_score_gemma":0.0003272328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000779947,"about_ca_topic_score_gemma":0.001125317,"domain_scores_codex":[0.999698,0.0001339179,0.00002659194,0.00004875438,0.00006612232,0.0000266246],"domain_scores_gemma":[0.998153,0.000491721,0.0008519187,0.00007695852,0.0002300862,0.0001962046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004701992,0.00004057396,0.9497372,0.0002070643,0.0000511867,0.0002874082,0.0001536154,0.0003991144,0.01067424,0.0001862036,0.0001257181,0.03766749],"study_design_scores_gemma":[0.000008751997,0.00031522,0.9897354,0.00007294656,0.00007809554,0.002838811,0.0003166361,0.002226745,0.002437303,0.0005986979,0.001354962,0.00001638455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757082,0.0181675,0.003927271,0.0002386149,0.00002147491,0.00004449124,0.0002045243,0.00005742919,0.001630539],"genre_scores_gemma":[0.9954438,0.002138863,0.002105614,0.0000206881,0.00004268174,0.000008091074,0.00008726717,0.000003373485,0.0001496332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00173409,"threshold_uncertainty_score":0.00917089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306699193130368,"score_gpt":0.381315289380441,"score_spread":0.3582482974491373,"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."}}