{"id":"W2945096625","doi":"10.22374/cjgim.v14i2.319","title":"Thoughts on Clinical Medicine","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health","funders":"","keywords":"Medicine; Value (mathematics); Alternative medicine; Family medicine; Medical education; Pathology","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":[0.008446613,0.001112964,0.001031612,0.002602568,0.004260724,0.009652865,0.002612049,0.0105637,0.02644293],"category_scores_gemma":[0.02560924,0.0004080601,0.001336349,0.001463576,0.01670885,0.01280005,0.004626313,0.02120036,0.009518242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006524053,"about_ca_system_score_gemma":0.0064963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00329398,"about_ca_topic_score_gemma":0.006846261,"domain_scores_codex":[0.9937297,0.002638889,0.0003512184,0.0006582652,0.002130547,0.0004914174],"domain_scores_gemma":[0.9801601,0.008653998,0.0007242982,0.0008139015,0.004343527,0.005304097],"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":[0.00001715074,0.00002398944,0.0001555202,0.0002578926,0.000009359302,0.0001183702,0.0005657565,0.00006771687,0.00005174588,0.05298606,0.9190939,0.02665256],"study_design_scores_gemma":[0.00001164067,0.00001899806,0.0002058499,0.0009633346,0.000004253212,0.0002655718,0.0009677125,0.00002453692,0.00001457665,0.03317754,0.964332,0.00001391838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001477532,0.05782312,0.0005060399,0.8311749,0.08388352,0.00001487716,0.00004580728,0.00004114939,0.02636298],"genre_scores_gemma":[0.009404283,0.06865016,0.001314425,0.7726305,0.1206089,0.00007898326,0.00006924176,0.00006872886,0.02717481],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02644293,"threshold_uncertainty_score":0.08846045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1261694393351061,"score_gpt":0.502404326774795,"score_spread":0.3762348874396888,"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."}}