{"id":"W4293173100","doi":"10.2139/ssrn.4076982","title":"A 3D, Compartmental Tumor-Stromal Microenvironment Model of Patient-Derived Bone Metastasis","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; McGill University","funders":"","keywords":"Stromal cell; Tumor microenvironment; Bone metastasis; Metastasis; Cancer research; Medicine; Pathology; Internal medicine; Tumor cells; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001161527,0.0004108564,0.0002769809,0.0002919788,0.0001866464,0.0006434782,0.0005561387,0.0008141804,0.002037908],"category_scores_gemma":[0.0001575698,0.0002749486,0.0004516965,0.0004058639,0.000255338,0.0001910404,0.0003896873,0.0003042012,0.0003074313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00036903,"about_ca_system_score_gemma":0.0007438961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008076155,"about_ca_topic_score_gemma":0.01015996,"domain_scores_codex":[0.9999229,0.00001414537,0.000003984576,0.00001548961,0.00003217566,0.00001131136],"domain_scores_gemma":[0.9999262,0.0000319978,0.00001090212,0.000007689621,0.000010248,0.00001300299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003439935,0.000230719,0.002673256,0.0003877665,0.00008319491,0.00157965,0.0002633333,0.6790665,0.2936172,0.005748826,0.002128781,0.01387676],"study_design_scores_gemma":[0.00006794858,0.0002108922,0.0058346,0.00002443598,0.00006791127,0.0008767957,0.0001240411,0.9542364,0.02995845,0.001235878,0.007302616,0.00006009391],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7328511,0.002744553,0.2376911,0.0008545504,0.0001795453,0.0002470151,0.007517954,0.00146139,0.01645277],"genre_scores_gemma":[0.957545,0.001368221,0.03404532,0.00009509598,0.00001883386,0.0001684158,0.00122945,0.00008123338,0.005448428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008076155,"threshold_uncertainty_score":0.01605833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269839592050498,"score_gpt":0.2530520269463843,"score_spread":0.2403536310258794,"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."}}