{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008212892,0.0001851413,0.0003926397,0.0002917347,0.006487052,0.002396883,0.0006858413,0.0007704198,0.007102072],"category_scores_gemma":[0.0020803,0.0002452394,0.0002566636,0.001244202,0.001446586,0.001610042,0.003265416,0.002522043,0.0006947427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006145878,"about_ca_system_score_gemma":0.01112855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2643541,"about_ca_topic_score_gemma":0.6313243,"domain_scores_codex":[0.998895,0.000208661,0.00005150797,0.00009686764,0.0002562444,0.0004916418],"domain_scores_gemma":[0.9971252,0.0002462043,0.0002999386,0.00005268499,0.0004046728,0.001871322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003577367,0.001132743,0.2879923,0.0007361399,0.0001010958,0.01846449,0.3814398,0.0003911491,0.001780245,0.005172912,0.1930281,0.1094033],"study_design_scores_gemma":[0.00003288356,0.0004183057,0.1500184,0.0006167974,0.00002901917,0.006779128,0.5892712,0.0002616155,0.0002507839,0.0003462704,0.2518915,0.0000841828],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9291136,0.002387055,0.0001585753,0.02060052,0.0003768483,0.0000873554,0.0005050105,0.00004062663,0.04673052],"genre_scores_gemma":[0.9678894,0.003858222,0.000372687,0.009466599,0.00009742226,0.00005903681,0.000476809,0.00006303396,0.0177168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2643541,"threshold_uncertainty_score":0.5256307,"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."}}