{"id":"W4285077838","doi":"10.1007/s10585-022-10175-6","title":"Establishment and Image based evaluation of a New Preclinical Rat Model of Osteoblastic Bone Metastases","year":2022,"lang":"en","type":"article","venue":"Clinical & Experimental Metastasis","topic":"Bone health and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Sunnybrook Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Surgical oncology; Hematology; Medicine; Internal medicine; Cancer research; Pathology; Oncology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002841917,0.0002376038,0.001071402,0.0001516802,0.0001047799,0.000009325518,0.0001002738,0.00006924223,0.001101308],"category_scores_gemma":[0.0009851021,0.0002080469,0.0003707627,0.0002566172,0.0002729135,0.0001121251,0.000216271,0.0002770519,0.000004825177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473945,"about_ca_system_score_gemma":0.0009746271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000125299,"about_ca_topic_score_gemma":0.000005201249,"domain_scores_codex":[0.9955887,0.0007778207,0.001613211,0.0005470458,0.001186314,0.0002869152],"domain_scores_gemma":[0.997601,0.0006676168,0.0005393384,0.000495595,0.0001795642,0.0005168279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.07363101,0.1020858,0.06543162,0.001820214,0.005091495,0.0002413229,0.003460875,0.006578346,0.2427977,0.0011999,0.02554632,0.4721154],"study_design_scores_gemma":[0.1122442,0.03709678,0.0138266,0.0004169541,0.01499483,0.0001315373,0.004247877,0.1839484,0.6286079,0.001182147,0.002203042,0.001099753],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923269,0.004710146,0.0002936732,0.000515036,0.000256672,0.001421626,0.0002572395,0.00002565503,0.0001930965],"genre_scores_gemma":[0.9723555,0.00004506773,0.02662646,0.0004743621,0.00002730587,0.0002159133,0.0001269613,0.00003013205,0.00009833506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4710156,"threshold_uncertainty_score":0.9998118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1813693705966958,"score_gpt":0.4786673097528135,"score_spread":0.2972979391561177,"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."}}