{"id":"W6979198419","doi":"","title":"Mainpro+<sup>®</sup> evaluation.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"CLARITY; EXPOSE; Work (physics); Troubleshooting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01634091,0.0005109802,0.0004692918,0.001182552,0.001682527,0.002634866,0.001892426,0.001249378,0.2049777],"category_scores_gemma":[0.03880543,0.0004172511,0.0007146213,0.001357319,0.000720359,0.002150991,0.003688852,0.001528753,0.03021339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006426264,"about_ca_system_score_gemma":0.01353244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01521173,"about_ca_topic_score_gemma":0.03094033,"domain_scores_codex":[0.9911755,0.003795234,0.0005184715,0.0006078655,0.002861616,0.001041199],"domain_scores_gemma":[0.9464768,0.01055836,0.002834902,0.003038255,0.02672802,0.01036366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004878649,0.001224524,0.01271053,0.002857847,0.00004637847,0.000104251,0.0005775278,0.0002251416,0.0008544384,0.00115003,0.6768002,0.2985705],"study_design_scores_gemma":[0.002561879,0.008818137,0.1641613,0.004087732,0.0001458927,0.0002768063,0.004100374,0.001800877,0.003870226,0.001078931,0.8090223,0.00007547837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1397609,0.004461265,0.01167068,0.05216915,0.007542679,0.05938745,0.1724737,0.009214378,0.5433198],"genre_scores_gemma":[0.4871801,0.001830454,0.03048816,0.0236895,0.001308507,0.06813081,0.06936126,0.00286805,0.3151431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2049777,"threshold_uncertainty_score":0.6857187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1610433498774413,"score_gpt":0.4096078353924391,"score_spread":0.2485644855149978,"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."}}