{"id":"W4213366674","doi":"10.1503/cmaj.211748","title":"An end too soon?","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Stress (linguistics); Thickening; Medicine; Right breast; Computer science; Telecommunications; Speech recognition; Internal medicine; Breast cancer; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.003945649,0.0007260696,0.0007297936,0.0006842721,0.01268571,0.007269048,0.001484689,0.008115388,0.06195411],"category_scores_gemma":[0.01721733,0.0004434428,0.0007987185,0.0004520327,0.004905892,0.01315052,0.007280181,0.02254002,0.02220908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003026212,"about_ca_system_score_gemma":0.006219314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008028656,"about_ca_topic_score_gemma":0.02319901,"domain_scores_codex":[0.9962191,0.001332969,0.0001300475,0.0003572874,0.0008248244,0.001135858],"domain_scores_gemma":[0.9899457,0.000787967,0.0003519476,0.0002894898,0.001647472,0.006977543],"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":[0.00004226593,0.00008031886,0.001043211,0.0000869689,0.00001317562,0.0007277828,0.003336683,0.00001119419,0.0001457216,0.01007255,0.9536921,0.03074815],"study_design_scores_gemma":[0.0000161158,0.00006407352,0.0008116049,0.0005402367,0.000009784344,0.001233488,0.01424647,0.0000186183,0.00007097334,0.005863383,0.9770951,0.00003003578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002634093,0.01079997,0.0005529948,0.8849113,0.04616043,0.00003320652,0.0001102102,0.0001628588,0.05463493],"genre_scores_gemma":[0.0234852,0.01181665,0.0007809824,0.8383904,0.01022622,0.00006452488,0.0001574373,0.0002577842,0.1148209],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06195411,"threshold_uncertainty_score":0.2072572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04168789939332417,"score_gpt":0.3628020815909456,"score_spread":0.3211141821976214,"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."}}