{"id":"W4383820729","doi":"10.1503/cmaj.221646","title":"Common ground","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005674474,0.001027198,0.0007628233,0.00220309,0.006332512,0.00980846,0.003044032,0.005120378,0.4819223],"category_scores_gemma":[0.02742052,0.0006009157,0.001033271,0.001648423,0.003080194,0.007197794,0.01108671,0.005512238,0.2421976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005070738,"about_ca_system_score_gemma":0.013913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0108525,"about_ca_topic_score_gemma":0.01640063,"domain_scores_codex":[0.991371,0.001637022,0.000448444,0.001480305,0.003298076,0.001765057],"domain_scores_gemma":[0.9860507,0.001295856,0.0004347863,0.001575902,0.006132417,0.004510345],"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":[0.00003943537,0.00002883709,0.0005513727,0.0001215453,0.000007003986,0.0002843173,0.00108898,0.00004140765,0.0001915636,0.0380112,0.8838908,0.07574355],"study_design_scores_gemma":[0.000004082484,0.000007852296,0.0001776766,0.000122406,0.000001813596,0.000175112,0.0004956492,0.00001726701,0.00003816096,0.003417372,0.9955363,0.00000637127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001938923,0.002675573,0.006825122,0.0873821,0.01420861,0.0003073364,0.001846495,0.001465956,0.8833498],"genre_scores_gemma":[0.02045173,0.002422347,0.003749868,0.03706411,0.00227382,0.0003391147,0.002133145,0.001316382,0.9302495],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4819223,"threshold_uncertainty_score":0.738975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135377113947681,"score_gpt":0.341269208647045,"score_spread":0.3299154375075682,"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."}}