{"id":"W3128645254","doi":"10.26443/mjm.v1i2.432","title":"An Affirmation Of Our Commitment To Student Medical Research","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Medical education; Family medicine","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":[0.03621326,0.0008109875,0.002129356,0.001245492,0.01957409,0.01862966,0.004329066,0.05336825,0.03363761],"category_scores_gemma":[0.1223693,0.0010467,0.001692307,0.0009840014,0.01361626,0.00661849,0.01364454,0.06018421,0.01807421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007258969,"about_ca_system_score_gemma":0.05969692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01594405,"about_ca_topic_score_gemma":0.03859751,"domain_scores_codex":[0.9405501,0.008035263,0.004023045,0.00513352,0.02869335,0.01356462],"domain_scores_gemma":[0.7915232,0.02415544,0.008844364,0.01291037,0.05538429,0.1071823],"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":[0.0001551313,0.0001168283,0.001740321,0.0001863837,0.00006918385,0.0005749025,0.001381359,0.00006774627,0.001688787,0.03187016,0.9469615,0.01518761],"study_design_scores_gemma":[0.0000921814,0.00007435478,0.004372303,0.0005342552,0.00004104185,0.0006222277,0.002395305,0.0002144095,0.0005227719,0.007396593,0.9836215,0.0001128982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002387425,0.001049642,0.0004758731,0.8912506,0.07152683,0.00004883272,0.00008610396,0.0001046039,0.03307005],"genre_scores_gemma":[0.02862976,0.0006743438,0.000833248,0.8740047,0.01391847,0.0001456575,0.00006179466,0.0001124168,0.08161958],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05336825,"threshold_uncertainty_score":0.1915163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4600369453362671,"score_gpt":0.5974837092111994,"score_spread":0.1374467638749323,"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."}}