{"id":"W4396737950","doi":"10.1002/cam4.7209","title":"<i>It provides families with other avenues for treatment when there are no other options</i> Surgeons' perspectives of being part of a precision medicine trial for poor prognosis paediatric cancer patients: A short report","year":2024,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of New South Wales; National Health and Medical Research Council; McGill University","keywords":"Medicine; Precision medicine; Intensive care medicine; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.008987166,0.000204996,0.000237148,0.0003235278,0.002377647,0.002451048,0.0005761585,0.001886145,0.01090499],"category_scores_gemma":[0.03360609,0.0001896709,0.0005461747,0.000314384,0.002289796,0.002455046,0.002368336,0.002727893,0.001252082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001585314,"about_ca_system_score_gemma":0.002959097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002695839,"about_ca_topic_score_gemma":0.004217844,"domain_scores_codex":[0.9920521,0.005761203,0.0003124049,0.0002420231,0.001031117,0.0006011418],"domain_scores_gemma":[0.9628444,0.02180773,0.008341222,0.0009872947,0.00228957,0.003729844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006792428,0.0005540209,0.3123847,0.002251095,0.0003251194,0.01514339,0.2168812,0.001237659,0.008428709,0.01407148,0.128639,0.2994044],"study_design_scores_gemma":[0.000118613,0.001447889,0.1378548,0.003665362,0.000281612,0.03236951,0.3859172,0.0009415851,0.004899494,0.01121607,0.4208902,0.0003976269],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6536468,0.0107399,0.0143322,0.205347,0.001494986,0.0002647009,0.0008679465,0.0002121948,0.1130943],"genre_scores_gemma":[0.9658622,0.005069858,0.005487703,0.0169876,0.0005362378,0.0001693455,0.0002245643,0.00004674181,0.005615725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01090499,"threshold_uncertainty_score":0.04752928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01776215215289888,"score_gpt":0.2963829011496066,"score_spread":0.2786207489967077,"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."}}