{"id":"W4399831124","doi":"10.5281/zenodo.12174104","title":"ENVRIplus D10.1: Guidelines on access to RIs","year":2019,"lang":"en","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Computer science","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":[0.05444307,0.001844188,0.002003946,0.01089302,0.002124577,0.01178019,0.008285915,0.01127436,0.04738218],"category_scores_gemma":[0.07799353,0.002146825,0.002997779,0.009851283,0.002711526,0.006651735,0.007670998,0.006924177,0.06585672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006837457,"about_ca_system_score_gemma":0.03173378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0365134,"about_ca_topic_score_gemma":0.02543408,"domain_scores_codex":[0.9315424,0.02314071,0.01567151,0.002066073,0.02362804,0.003951284],"domain_scores_gemma":[0.9200087,0.0333098,0.005081046,0.009213994,0.02982062,0.0025659],"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":[0.0001619201,0.0002509171,0.001436034,0.003111392,0.0000476717,0.0003429872,0.001758985,0.0008655633,0.001363056,0.05457166,0.8409651,0.09512484],"study_design_scores_gemma":[0.0000350029,0.00003455666,0.00143387,0.003299936,0.00002441202,0.0001607119,0.0003977079,0.0001527771,0.0007069468,0.006688,0.9870222,0.00004393053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005050194,0.0166215,0.1017907,0.04475496,0.004922947,0.0134824,0.1874818,0.01218393,0.6137117],"genre_scores_gemma":[0.02010425,0.03538913,0.2484491,0.03598244,0.001802092,0.03208256,0.3568684,0.007666114,0.2616559],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05444307,"threshold_uncertainty_score":0.287926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.227083495311877,"score_gpt":0.4746817683005768,"score_spread":0.2475982729886999,"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."}}