{"id":"W4409327564","doi":"10.26502/fjhs.270","title":"Cancer Care Closer to Home: Erie Shores HealthCare experience","year":2025,"lang":"en","type":"article","venue":"Fortune Journal of Health Sciences","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Health care; Shore; Medicine; Nursing; Political science; Oceanography; Geology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007473156,0.0001190116,0.0005059055,0.0003273567,0.0005049407,0.00001568205,0.0002960782,0.00006812307,0.000107682],"category_scores_gemma":[0.0001004883,0.00007926176,0.00008887558,0.0007587973,0.0004012275,0.0001953383,0.00003025211,0.000271709,0.00000146773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004007951,"about_ca_system_score_gemma":0.003266085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001096095,"about_ca_topic_score_gemma":0.0003074236,"domain_scores_codex":[0.998216,0.00007635739,0.0006640209,0.0002127965,0.0004259604,0.000404806],"domain_scores_gemma":[0.9988374,0.00009969113,0.0003388623,0.0001408944,0.0002976392,0.000285482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006965743,0.0001542008,0.4001946,0.0005999512,0.00006362249,0.00007744003,0.01819008,0.0004968623,0.0002086005,0.00223091,0.03434764,0.5427395],"study_design_scores_gemma":[0.001756894,0.00692828,0.1876276,0.002324516,0.00003188125,0.000303242,0.02673699,0.00005073526,0.0007449791,0.00134588,0.7718983,0.0002506863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6894821,0.1280474,0.004174526,0.169991,0.006340092,0.000599682,0.00001340172,0.00002762844,0.001324256],"genre_scores_gemma":[0.9408169,0.01308488,0.01184756,0.03306652,0.0005197162,0.00002411044,7.01618e-7,0.000008154123,0.0006314688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7375506,"threshold_uncertainty_score":0.5793895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0377276483765651,"score_gpt":0.502781206574444,"score_spread":0.4650535581978789,"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."}}