{"id":"W2296395062","doi":"10.1188/15.onf.579","title":"Clear as Glass","year":2015,"lang":"en","type":"editorial","venue":"Oncology nursing forum","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Publishing; Join (topology); Medical education; Law","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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0005507741,0.0004293183,0.001285814,0.0002113602,0.0002176658,0.00001253825,0.0003045355,0.00418389,0.000325564],"category_scores_gemma":[0.001279186,0.0003795673,0.0002255286,0.0001745326,0.001106524,0.00008655407,0.00004173336,0.002458893,0.0006526029],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004867519,"about_ca_system_score_gemma":0.0057638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001318697,"about_ca_topic_score_gemma":0.00001835428,"domain_scores_codex":[0.9973122,0.0001849623,0.0004541884,0.0006435035,0.0006106991,0.0007944881],"domain_scores_gemma":[0.9973722,0.0009258302,0.0003562822,0.0005863579,0.0004043053,0.0003550241],"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":[0.002959917,0.0005681846,0.00003070387,0.00003575569,0.0001852029,0.0004936132,0.0003269616,0.00000206059,0.00002088535,0.0003936911,0.9128779,0.08210508],"study_design_scores_gemma":[0.004099586,0.008968157,0.000006714381,0.0005257255,0.0003755695,0.0004579049,0.0003853993,0.0000202485,0.00002214097,0.004990277,0.9798138,0.000334473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005822517,0.004755214,0.0001835057,0.01141072,0.8163318,0.0004000482,0.00002658923,0.0001914178,0.1666425],"genre_scores_gemma":[0.00007137121,0.001422987,0.005458729,0.001909765,0.9425557,0.00004229951,0.0004326648,0.0001506752,0.04795583],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1262239,"threshold_uncertainty_score":0.9998726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461101882853015,"score_gpt":0.4320295564913997,"score_spread":0.4174185376628696,"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."}}