{"id":"W2157596558","doi":"10.3332/ecancer.2013.323","title":"ecancermedicalscience","year":2016,"lang":"en","type":"paratext","venue":"ecancermedicalscience","topic":"Oral and Maxillofacial Pathology","field":"Dentistry","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Malignancy; Carboplatin; Hypercalcaemia; Metastasis; Lung; Lung cancer; Regimen; Disease; Cancer; Surgery; Pathology; Internal medicine; Chemotherapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002693636,0.0004690941,0.0001695008,0.0009096829,0.0006016025,0.0009960111,0.0003857377,0.001544715,0.1423297],"category_scores_gemma":[0.001033817,0.0001863217,0.0002197333,0.0004835078,0.0004385357,0.000443708,0.0009203798,0.0008856226,0.07272337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006194964,"about_ca_system_score_gemma":0.0005565637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009449319,"about_ca_topic_score_gemma":0.002896358,"domain_scores_codex":[0.9997303,0.00003183248,0.00002648223,0.00004629943,0.0001141864,0.00005089534],"domain_scores_gemma":[0.9995928,0.00008053689,0.0000617625,0.00005328848,0.00006209099,0.0001494926],"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":[0.0002314158,0.0002241133,0.0189823,0.0008163101,0.00003021444,0.1544139,0.0004048989,0.0002061674,0.01194669,0.00603688,0.2090233,0.5976838],"study_design_scores_gemma":[0.00002003283,0.00007050513,0.006711484,0.0001489592,0.000008807826,0.1827823,0.00009047539,0.0001132247,0.001408306,0.0005275944,0.8081104,0.00000795114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07865933,0.055985,0.002515665,0.01041396,0.007644047,0.0001567537,0.0009527421,0.000889082,0.8427834],"genre_scores_gemma":[0.2073808,0.02801578,0.00334791,0.003829298,0.003264797,0.00005113291,0.001335361,0.0002582083,0.7525168],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8576702,"threshold_uncertainty_score":0.4761404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841978308122772,"score_gpt":0.3223242508314204,"score_spread":0.3039044677501926,"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."}}