{"id":"W4232556833","doi":"10.26443/mjm.v8i1.520","title":"Untitled","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002219718,0.0006146852,0.0007163788,0.001550936,0.001917737,0.003430378,0.001477272,0.002045192,0.7177348],"category_scores_gemma":[0.01939433,0.0002950995,0.0005866569,0.0009508491,0.0009852317,0.001698585,0.002359601,0.002042648,0.5373085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451188,"about_ca_system_score_gemma":0.005074066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003202728,"about_ca_topic_score_gemma":0.007236404,"domain_scores_codex":[0.997938,0.0004204433,0.0001379414,0.000272333,0.0008562663,0.0003749174],"domain_scores_gemma":[0.9912849,0.0008375742,0.0003770181,0.001149988,0.004459199,0.001891389],"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":[0.00007713075,0.00002061013,0.0001424006,0.0002142525,0.00000484242,0.00008511182,0.00002535669,0.00001629714,0.0002187403,0.0009374877,0.9319162,0.06634161],"study_design_scores_gemma":[0.00002343212,0.00001503845,0.0004208158,0.0003811829,0.000004414877,0.0001116241,0.00006719521,0.0000411341,0.0001706913,0.0009495824,0.9978068,0.000008072469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001273164,0.002832185,0.001476786,0.0234484,0.05604613,0.0004385715,0.007109321,0.001584044,0.9057913],"genre_scores_gemma":[0.007091005,0.001671845,0.000882664,0.01733114,0.003756456,0.000458749,0.00309468,0.0007101596,0.9650033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2822652,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07330865115561536,"score_gpt":0.307584019566536,"score_spread":0.2342753684109206,"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."}}