{"id":"W4285379856","doi":"10.46747/cfp.6708565","title":"Response","year":2021,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alternative medicine; Medicine; Computer science; Family medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003658378,0.00108371,0.001415445,0.00107454,0.005826079,0.00375614,0.002682365,0.03962158,0.03012109],"category_scores_gemma":[0.03251452,0.000686421,0.001342451,0.000837354,0.002389476,0.002420807,0.001830993,0.02970525,0.01764251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0123212,"about_ca_system_score_gemma":0.01213613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06895474,"about_ca_topic_score_gemma":0.0710393,"domain_scores_codex":[0.9955711,0.0008178849,0.0002910793,0.0006249079,0.00180505,0.0008900077],"domain_scores_gemma":[0.9870268,0.003238863,0.0006956991,0.0002851198,0.006591382,0.002162238],"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":[0.00001760698,0.00000326733,0.0001101991,0.00001551599,0.000002553199,0.0001438623,0.00004360714,0.000007004789,0.00002189785,0.0002739163,0.9985259,0.0008347399],"study_design_scores_gemma":[0.00005998188,0.00002275702,0.000784722,0.0002217667,0.0000118518,0.0007527615,0.0005164667,0.00009931046,0.00008782784,0.0009780891,0.9964129,0.00005167221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001779685,0.0004538956,0.00005598836,0.9648191,0.02961401,0.00003591278,0.000245255,0.0000771151,0.004520784],"genre_scores_gemma":[0.001551492,0.0002911856,0.00008520782,0.9788039,0.008877441,0.0000486445,0.00006198634,0.00002627106,0.01025389],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06895474,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06695505361615901,"score_gpt":0.3621350703836112,"score_spread":0.2951800167674522,"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."}}