{"id":"W2076730270","doi":"10.5539/gjhs.v4n6p197","title":"Prevalence of Analgesic Prescriptions among Patients with Cancer in Japan: An Analysis of Health Insurance Claims Data","year":2012,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical prescription; Analgesic; Cancer; Lung cancer; Health care; Cancer pain; Physical therapy; Emergency medicine; Internal medicine; Anesthesia; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00389273,0.0001076021,0.0005920694,0.0005207756,0.0001028827,0.00001104919,0.0007028057,0.00002312073,0.00002148242],"category_scores_gemma":[0.00008856641,0.00007877257,0.00004754035,0.003171056,0.0004103635,0.001238882,0.0001011471,0.0001470842,2.532766e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003592974,"about_ca_system_score_gemma":0.001077915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001891874,"about_ca_topic_score_gemma":0.0005072047,"domain_scores_codex":[0.9970455,0.0001380039,0.0009987315,0.0002305105,0.001106553,0.0004806713],"domain_scores_gemma":[0.9972202,0.00001951037,0.001451894,0.0005714177,0.0003836779,0.0003532536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008685983,0.0004659992,0.9900646,0.0003491901,0.00006206028,5.394778e-7,0.0002806446,0.0006147057,0.000008557598,0.00004479415,0.00009833572,0.007923764],"study_design_scores_gemma":[0.0007091324,0.0005299136,0.9961015,0.0005949831,0.000128234,0.000001189973,0.0002130514,0.00163818,0.000003922253,0.000007323772,0.00001382549,0.00005872277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960086,0.00254392,0.000395188,0.0003805085,0.0001686211,0.0003073238,0.0001608793,0.000003800907,0.00003117259],"genre_scores_gemma":[0.9972587,0.001067118,0.001383008,0.000242341,0.00002812833,0.000001520239,0.000009171329,0.000003303246,0.000006729598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007865041,"threshold_uncertainty_score":0.3212252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03967632980708767,"score_gpt":0.3640630775828073,"score_spread":0.3243867477757196,"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."}}