{"id":"W4306154529","doi":"10.1002/aet2.10812","title":"Systematic online academic resources (<scp>SOAR</scp>) review: Sickle cell disorders","year":2022,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University; Ottawa Hospital; Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Quality (philosophy); Educational resources; Online search; Inclusion and exclusion criteria; Medicine; Resource (disambiguation); Soar; Medical education; Knowledge management; Computer science; Psychology; World Wide Web; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001941876,0.0001082251,0.0002508822,0.0001177883,0.001276821,0.00003389003,0.0002409643,0.00006614046,0.00009696328],"category_scores_gemma":[0.004412765,0.0001210275,0.00004690762,0.0006166336,0.0001223321,0.0001478667,0.00003598645,0.0004002197,0.00001598958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002024399,"about_ca_system_score_gemma":0.001108422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009577064,"about_ca_topic_score_gemma":0.0002272203,"domain_scores_codex":[0.9977617,0.0007892173,0.0004190901,0.0002489682,0.0004541583,0.0003268825],"domain_scores_gemma":[0.9968668,0.002368876,0.0003401524,0.0001458842,0.00006663192,0.0002116771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001404512,0.0003417195,0.008939588,0.01041101,0.00001757953,2.499203e-7,0.8937626,0.000005491858,0.00001333532,0.003757642,0.02420459,0.05854471],"study_design_scores_gemma":[0.0001354848,0.00003516555,0.007019198,0.001812056,0.00007948797,0.000002601328,0.5189175,0.00002169044,0.000001751593,0.001160164,0.4707128,0.0001021367],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8725483,0.08192876,0.000007082521,0.02339579,0.00662511,0.002893031,0.00001042698,0.0001586566,0.01243287],"genre_scores_gemma":[0.974549,0.01336335,0.0003669261,0.004775393,0.001162497,0.002723727,0.00006298933,0.00003078963,0.002965347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4465081,"threshold_uncertainty_score":0.9820405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07452376931792361,"score_gpt":0.3902310498253834,"score_spread":0.3157072805074598,"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."}}