{"id":"W4242653428","doi":"10.1158/1538-7445.am2019-4457","title":"Abstract 4457: Open science medicinal chemistry: Towards a treatment for DIPG","year":2019,"lang":"en","type":"article","venue":"Cancer Research","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Drug discovery; Disease; Medicine; Computational biology; Bioinformatics; Biology; Internal medicine","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.001584825,0.0005925376,0.000347939,0.0008781734,0.0006671129,0.002804665,0.0007942958,0.0029892,0.01829082],"category_scores_gemma":[0.001284764,0.0002012919,0.0005188623,0.0005524897,0.001345249,0.002267908,0.002291969,0.004683156,0.006913997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600202,"about_ca_system_score_gemma":0.001625085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00043753,"about_ca_topic_score_gemma":0.0008003864,"domain_scores_codex":[0.9991534,0.0002018349,0.0000345385,0.00008870852,0.0003768802,0.0001447343],"domain_scores_gemma":[0.9992207,0.0001175074,0.00008902742,0.0000428799,0.0001913219,0.0003386376],"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":[0.0007058036,0.0005689491,0.0005360781,0.001566816,0.00007180419,0.0006059037,0.0001827049,0.0007376116,0.01754819,0.07768794,0.4546047,0.4451835],"study_design_scores_gemma":[0.0002850505,0.0007301429,0.0006607217,0.0003953566,0.00002841206,0.0005381347,0.00006128693,0.0007436151,0.00716995,0.03349197,0.9558696,0.00002579006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02880085,0.2702245,0.02830311,0.393459,0.04422057,0.0007237757,0.002416077,0.002313239,0.2295389],"genre_scores_gemma":[0.2394024,0.2676237,0.02593224,0.1498708,0.0459498,0.0005744731,0.004369123,0.0006915604,0.265586],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9992057,"threshold_uncertainty_score":0.06118888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2972832542674915,"score_gpt":0.5661887466311306,"score_spread":0.2689054923636391,"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."}}