{"id":"W4206601791","doi":"10.1002/ppap.202100206","title":"A novel 3D in vitro tissue model for bone‐metastasized breast cancer: A preclinical tool in drug discovery and testing","year":2022,"lang":"en","type":"article","venue":"Plasma Processes and Polymers","topic":"Bone health and treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Polytechnique Montréal","funders":"Canadian Institutes of Health Research; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Breast cancer; Doxorubicin; Cancer research; Tumor microenvironment; Cancer; Bone metastasis; In vitro; Medicine; Biomedical engineering; Chemistry; Tumor cells; Chemotherapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001769924,0.0001483586,0.000372267,0.0001088096,0.0001203936,0.0000226872,0.0000336882,0.00003626724,0.000008454872],"category_scores_gemma":[0.0001428797,0.0001313855,0.00001893019,0.000276628,0.00004254449,0.0001436015,0.00005894761,0.0001848482,1.60536e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006214523,"about_ca_system_score_gemma":0.0006059903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002994722,"about_ca_topic_score_gemma":0.001017502,"domain_scores_codex":[0.9988676,0.00001635295,0.0003205962,0.000334263,0.0001363816,0.0003247712],"domain_scores_gemma":[0.9993382,0.0003646095,0.0000912493,0.00007688772,0.00002498893,0.0001040552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.04056384,0.004142795,0.2018258,0.009710142,0.0002567886,0.0002219147,0.007790033,0.0009675528,0.01252385,0.0001344438,0.0002219454,0.7216409],"study_design_scores_gemma":[0.1245861,0.002489476,0.04281085,0.001906534,0.00121275,0.003650605,0.003649869,0.8018905,0.01165594,0.0007414877,0.003310506,0.002095371],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925854,0.003623897,0.0001181185,0.001927782,0.00005182178,0.0007635524,0.0008490014,0.00001893457,0.00006148004],"genre_scores_gemma":[0.9944957,0.0002406761,0.003440205,0.0004752052,0.00002085192,0.0006840065,0.00004432501,0.00002155698,0.0005774142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8009229,"threshold_uncertainty_score":0.5357744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03919552638312683,"score_gpt":0.3268913509722108,"score_spread":0.2876958245890839,"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."}}