{"id":"W6969384008","doi":"10.5281/zenodo.858835","title":"D5.2 - Report On System Integration And Application Implementation","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parkinson Canada","funders":"European Commission","keywords":"Deliverable; Software; System integration; Work (physics); Software system; Current (fluid)","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":[],"consensus_categories":[],"category_scores_codex":[0.03812506,0.002236224,0.001370344,0.002842373,0.001006844,0.005657931,0.003910505,0.002150444,0.1002036],"category_scores_gemma":[0.07852028,0.001849388,0.0016972,0.001540148,0.0005814496,0.00350115,0.005043596,0.00331381,0.1226879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002180748,"about_ca_system_score_gemma":0.008250124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01286326,"about_ca_topic_score_gemma":0.005719507,"domain_scores_codex":[0.9764398,0.006097056,0.001900789,0.001899726,0.01211051,0.001552028],"domain_scores_gemma":[0.9405249,0.01415991,0.001665704,0.01358156,0.02825035,0.00181754],"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":[0.001490224,0.0007702117,0.005119228,0.001941669,0.0002628099,0.0005119313,0.001384287,0.00497204,0.02124997,0.008963822,0.5982063,0.3551274],"study_design_scores_gemma":[0.0005955943,0.0008885713,0.006573738,0.0008291486,0.0001971834,0.0003945693,0.0003424697,0.01161373,0.06564814,0.006731379,0.9059452,0.0002402388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01193669,0.0008197281,0.5906643,0.004465785,0.001950916,0.009015216,0.08358724,0.2229718,0.0745883],"genre_scores_gemma":[0.04366303,0.00134238,0.5594183,0.002727322,0.0006197592,0.01346857,0.1843598,0.08111929,0.1132815],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1002036,"threshold_uncertainty_score":0.3352143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4014904239077,"score_gpt":0.5169286495282288,"score_spread":0.1154382256205289,"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."}}