{"id":"W4402512799","doi":"10.46747/cfp.7009580","title":"Breaking devastating news","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Data 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":[],"consensus_categories":[],"category_scores_codex":[0.00225822,0.001225937,0.0006842333,0.001551235,0.008749717,0.00923341,0.001477474,0.008912534,0.2490156],"category_scores_gemma":[0.02672202,0.0005009916,0.0009007208,0.0009053404,0.001930201,0.006004452,0.004207335,0.01248007,0.1322079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004292906,"about_ca_system_score_gemma":0.007492131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04669008,"about_ca_topic_score_gemma":0.09462582,"domain_scores_codex":[0.9966558,0.0005034704,0.0001137227,0.0002187597,0.001680351,0.000827911],"domain_scores_gemma":[0.9864984,0.001378943,0.0005679179,0.0005243336,0.006012501,0.005017942],"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":[0.000003765972,0.000003924545,0.00004709209,0.000009208589,0.000001324748,0.00004278202,0.00004209236,0.000002609558,0.0000117278,0.0004034742,0.9953372,0.004094657],"study_design_scores_gemma":[0.000004587048,0.000004966076,0.0001805645,0.00008202584,0.000002966587,0.0001488915,0.0002248347,0.000007862395,0.00003193908,0.0003359706,0.9989665,0.000008885027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0009402975,0.006647537,0.0007035767,0.4681123,0.1261826,0.0001274765,0.001643757,0.001892706,0.3937498],"genre_scores_gemma":[0.01123585,0.008289424,0.00138306,0.4657076,0.04739386,0.0001385734,0.00163793,0.001694663,0.4625191],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2490156,"threshold_uncertainty_score":0.8330401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03880558817198768,"score_gpt":0.3154935701922825,"score_spread":0.2766879820202948,"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."}}