{"id":"W4317930728","doi":"10.1017/pcm.2022.14.pr4","title":"Decision: Advancing Precision Medicine in Paediatrics; Past, Present and Future — R0/PR4","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children; SickKids Foundation; Western University","funders":"","keywords":"Precision medicine; Health care; Equity (law); Medicine; Teamwork; Alternative medicine; Psychology; Medical education; Political science; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002106016,0.0004771755,0.001524573,0.0002566419,0.0001749266,0.00001735671,0.0002365737,0.0002410424,0.04073845],"category_scores_gemma":[0.0009774644,0.0003041022,0.0001537327,0.0007650435,0.00007716646,0.0001245508,0.0008342279,0.001794439,0.00002516906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002075282,"about_ca_system_score_gemma":0.0001272197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002407374,"about_ca_topic_score_gemma":0.00008130069,"domain_scores_codex":[0.9959787,0.0002142184,0.0009436681,0.0008218623,0.001527039,0.0005144996],"domain_scores_gemma":[0.9956748,0.002874104,0.0003234469,0.000516541,0.0001930527,0.0004180078],"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":[0.0001850829,0.00007332869,0.0001584931,0.001779692,0.00005408535,0.0001775649,0.00004368095,6.803043e-7,7.847813e-7,0.00001032974,0.6365439,0.3609723],"study_design_scores_gemma":[0.001892297,0.0004893841,0.0008701914,0.002004884,0.000814154,0.0001489603,0.0002641868,0.00005118806,8.215495e-7,0.0001319067,0.9930385,0.0002934882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00002863315,0.4473948,0.00003144125,0.4908772,0.003527969,0.001133224,0.0000363689,0.00003774598,0.05693271],"genre_scores_gemma":[0.00004099131,0.9122197,0.001276558,0.02134911,0.01762685,0.0001610734,0.0003099189,0.00005738103,0.04695843],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.469528,"threshold_uncertainty_score":0.9999411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05614069701915851,"score_gpt":0.4209481628603651,"score_spread":0.3648074658412065,"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."}}