{"id":"W3214836900","doi":"10.1111/ajco.13700","title":"Poster Abstracts","year":2021,"lang":"en","type":"article","venue":"Asia-Pacific Journal of Clinical Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"Medical Research Council; Australian and New Zealand Urogenital and Prostate Cancer Trials Group; National Health and Medical Research Council; Peter MacCallum Cancer Centre; University of Melbourne","keywords":"Citation; Library science; Computer science; Information retrieval; World Wide Web","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":["insufficient_payload"],"category_scores_codex":[0.008312833,0.001289712,0.001148604,0.002856887,0.001111252,0.004421633,0.001741696,0.002910367,0.4285791],"category_scores_gemma":[0.02989527,0.0004313785,0.002534699,0.001667112,0.0006211047,0.002349057,0.003060303,0.003242003,0.1145513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001808316,"about_ca_system_score_gemma":0.005833749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053538,"about_ca_topic_score_gemma":0.00179459,"domain_scores_codex":[0.9964883,0.001298365,0.0004758433,0.000364713,0.001060457,0.0003122401],"domain_scores_gemma":[0.9852035,0.00392106,0.001658675,0.0005368762,0.00594803,0.002731783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009580334,0.00007743748,0.0002733956,0.01377672,0.0001322464,0.00007786008,0.00008507868,0.00009843469,0.0003035764,0.001511207,0.8711473,0.1115587],"study_design_scores_gemma":[0.0007524458,0.0003677133,0.001589966,0.02085196,0.000368189,0.0002359856,0.0003543747,0.00009619474,0.0005038355,0.004413747,0.9704302,0.00003547686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.004596186,0.1559797,0.005977203,0.14525,0.3313191,0.0105274,0.03569926,0.001095447,0.3095558],"genre_scores_gemma":[0.05262185,0.1664547,0.01205944,0.1127629,0.2394021,0.01222886,0.02658299,0.0009918271,0.3768952],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5714209,"threshold_uncertainty_score":0.8150626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09283884681477143,"score_gpt":0.4456423787686756,"score_spread":0.3528035319539041,"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."}}