{"id":"W2994272187","doi":"10.15173/sciential.v1i3.2244","title":"Considerations for Chemotherapy Treatment in Platinum Resistant High-Grade Serous Ovarian Cancer","year":2019,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Ovarian Cancer Coalition","keywords":"Ovarian cancer; Oncology; Disease; Chemotherapy; Serous fluid; Medicine; Internal medicine; Serous ovarian cancer; Cancer; Carboplatin; Cisplatin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002306557,0.0003187906,0.001132085,0.001003286,0.0006253899,0.001472642,0.0008754981,0.002644537,0.002833792],"category_scores_gemma":[0.006579391,0.0001993558,0.0008284198,0.0007111978,0.0009213011,0.001665916,0.0006803083,0.00408913,0.0009830208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001367488,"about_ca_system_score_gemma":0.002895433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713913,"about_ca_topic_score_gemma":0.008568516,"domain_scores_codex":[0.9985451,0.0006342796,0.0002927683,0.00008754264,0.0003826014,0.00005790847],"domain_scores_gemma":[0.9967578,0.002083003,0.0003691767,0.00005769236,0.0004956714,0.0002366271],"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":[0.000325274,0.0001756295,0.004163136,0.00828839,0.0001673204,0.008265098,0.0006070159,0.001349786,0.002650235,0.01772467,0.1474108,0.8088728],"study_design_scores_gemma":[0.0001226878,0.0004476719,0.008124715,0.008934275,0.0002389175,0.01904127,0.0009956995,0.0004957866,0.0007342591,0.01631494,0.9444774,0.0000723064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003553772,0.8138691,0.003885331,0.1550879,0.00370414,0.00009016322,0.0000989613,0.00008549722,0.0196252],"genre_scores_gemma":[0.04875572,0.8461862,0.01936896,0.06381845,0.01275377,0.0003263189,0.000222151,0.00005774021,0.00851069],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002833792,"threshold_uncertainty_score":0.01219833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219672866071982,"score_gpt":0.3124614669611209,"score_spread":0.2802647383004011,"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."}}