{"id":"W3207509339","doi":"10.1002/adhm.202101296","title":"A Spheroid Model of Early and Late‐Stage Osteosarcoma Mimicking the Divergent Relationship between Tumor Elimination and Bone Regeneration","year":2021,"lang":"en","type":"article","venue":"Advanced Healthcare Materials","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Osteosarcoma; Stromal cell; Bone cancer; Cancer research; Medicine; Doxorubicin; In vivo; Cancer; Pathology; Chemotherapy; Oncology; Internal medicine; Biology; Biotechnology","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":[0.000212314,0.0001168046,0.0003017782,0.00003618405,0.0001596471,0.0000260771,0.00002192051,0.00005309,0.00001089552],"category_scores_gemma":[0.0001258415,0.00008957725,0.00002598973,0.00008225365,0.00003882437,0.000101149,0.00004829332,0.000059441,0.00000131333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005578124,"about_ca_system_score_gemma":0.00006599691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001560389,"about_ca_topic_score_gemma":0.00008820154,"domain_scores_codex":[0.998951,0.000128601,0.0003753904,0.000232599,0.0001630964,0.0001492918],"domain_scores_gemma":[0.9992086,0.0001743767,0.0001830111,0.0002085893,0.0001477952,0.00007764193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002690105,0.000131928,0.6025985,0.0009424037,0.00006502811,0.00007505759,0.00238946,0.0001984784,0.3660649,0.009353615,0.000009614309,0.01790197],"study_design_scores_gemma":[0.001083437,0.0001797756,0.774733,0.0002300174,0.00009316306,0.00002028725,0.0002223479,0.0001279966,0.2216846,0.001508317,0.0000300655,0.00008693042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891399,0.00393362,0.0001101896,0.006107881,0.00006949655,0.0004941694,0.000114661,0.00001995034,0.00001018828],"genre_scores_gemma":[0.9956502,0.0005011214,0.003257251,0.0002409257,0.00005417838,0.00006357164,0.0001351355,0.00001748574,0.00008008092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1721345,"threshold_uncertainty_score":0.3652854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0651607648921676,"score_gpt":0.3233322831531875,"score_spread":0.2581715182610199,"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."}}