{"id":"W4283782802","doi":"10.2196/39859","title":"Peer Review of “Representing Physician Suicide Claims as Nanopublications: Proof-of-Concept Study Creating Claim Networks”","year":2022,"lang":"en","type":"article","venue":"JMIRx Med","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burden of proof; Psychology; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1065514,0.0006291476,0.001216996,0.007358389,0.005470354,0.005702616,0.002645674,0.003250571,0.04057892],"category_scores_gemma":[0.4627163,0.0006348838,0.001595071,0.004641458,0.003106866,0.006475887,0.0038351,0.002240059,0.009626416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003363408,"about_ca_system_score_gemma":0.01588714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894217,"about_ca_topic_score_gemma":0.003647864,"domain_scores_codex":[0.911988,0.04157275,0.005444238,0.004525515,0.03541583,0.001053705],"domain_scores_gemma":[0.418493,0.2310714,0.01873068,0.0352165,0.2912822,0.005206184],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007061137,0.0002638776,0.005401633,0.008555865,0.0004137586,0.0006210844,0.00714429,0.001796482,0.007553646,0.07531233,0.5042349,0.387996],"study_design_scores_gemma":[0.0003145578,0.0005205258,0.003919833,0.004261062,0.0004667201,0.000393165,0.0027244,0.01242034,0.01615096,0.03885135,0.9197752,0.0002017856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.09194587,0.01124125,0.3460976,0.1811345,0.1061742,0.02259437,0.01531236,0.006471032,0.2190289],"genre_scores_gemma":[0.5001963,0.01115826,0.3121356,0.02251236,0.01692287,0.01475129,0.01266517,0.004029552,0.1056286],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8934485,"threshold_uncertainty_score":0.5635046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071331333393997,"score_gpt":0.4878001723874477,"score_spread":0.380667039048048,"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."}}