{"id":"W3127224301","doi":"10.26443/mjm.v2i2.590","title":"Scientific Inquiry, the MJM, and Tomorrow's Physician-scientist","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":"","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":[],"consensus_categories":[],"category_scores_codex":[0.01684772,0.0005617871,0.001488867,0.001693831,0.01253854,0.01364636,0.00227306,0.02535006,0.1098054],"category_scores_gemma":[0.0812877,0.0007658336,0.0008900651,0.001522365,0.006634444,0.006139203,0.006455778,0.01491141,0.02756778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01038424,"about_ca_system_score_gemma":0.0482324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03203873,"about_ca_topic_score_gemma":0.09653663,"domain_scores_codex":[0.9835218,0.004118272,0.001266023,0.001717519,0.006271906,0.003104536],"domain_scores_gemma":[0.9215876,0.01976755,0.004197825,0.004174193,0.01898159,0.03129125],"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":[0.0001491988,0.00004782457,0.0007052968,0.0002899221,0.00001769336,0.0001748203,0.0001633763,0.00001488251,0.0002095822,0.01211948,0.9706897,0.01541833],"study_design_scores_gemma":[0.00007625127,0.00003048063,0.001775271,0.0009079131,0.00001573069,0.0001347553,0.0004971999,0.00003527382,0.00008009039,0.004752783,0.9916744,0.00001981699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001206729,0.01420474,0.0001322915,0.758674,0.07836683,0.00006507917,0.0002480555,0.00007211389,0.1470302],"genre_scores_gemma":[0.01845546,0.01021602,0.0005411598,0.7982376,0.02325841,0.0002791046,0.0001849265,0.00008894907,0.1487385],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1098054,"threshold_uncertainty_score":0.3673358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2493550289867456,"score_gpt":0.4367226040253827,"score_spread":0.1873675750386372,"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."}}