{"id":"W3024393335","doi":"10.22374/cjgim.v14i3.388","title":"Dr. Jane Lemaire","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":[0.001334416,0.0004887154,0.0004957478,0.001216413,0.002027541,0.002324475,0.0008148992,0.002129768,0.2592278],"category_scores_gemma":[0.01400842,0.0003346242,0.0002905645,0.0004183009,0.0006062334,0.001509679,0.001504408,0.003700758,0.09553611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378458,"about_ca_system_score_gemma":0.002704312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009237126,"about_ca_topic_score_gemma":0.02005062,"domain_scores_codex":[0.9989631,0.0001772508,0.00003776695,0.0002265302,0.0004658606,0.00012946],"domain_scores_gemma":[0.9936171,0.0006190964,0.0001910409,0.0001456134,0.002484649,0.002942509],"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":[0.00001962633,0.000009646171,0.000385016,0.00002734209,0.000002013271,0.0001397174,0.00005526095,0.00001188717,0.00007378276,0.0005524661,0.9779889,0.02073438],"study_design_scores_gemma":[0.000008345735,0.00001445649,0.0008781305,0.00009759029,0.000004408425,0.001374781,0.0003715281,0.00005078315,0.0001193492,0.0005019017,0.9965671,0.00001152211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003517955,0.0269494,0.002525924,0.6315656,0.07176098,0.0001317162,0.001161,0.001476991,0.2609104],"genre_scores_gemma":[0.01796523,0.01380653,0.001739488,0.150532,0.008286206,0.00009442914,0.0005485787,0.0003897946,0.8066377],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7407722,"threshold_uncertainty_score":0.8672034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05110941738785112,"score_gpt":0.4002341569585695,"score_spread":0.3491247395707184,"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."}}