{"id":"W2966530243","doi":"10.1177/1357633x19864825","title":"Pathology perspective on gynaecologic malignancy screening questions in electronic consultation","year":2019,"lang":"en","type":"article","venue":"Journal of Telemedicine and Telecare","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Champlain Regional College; Bruyère; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Referral; Medicine; Family medicine; Primary care; Obstetrics and gynaecology; Gynecology; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.006117044,0.0001464617,0.0001457994,0.001599706,0.0006500875,0.001626197,0.0003976194,0.0004357714,0.009022001],"category_scores_gemma":[0.02407802,0.000168909,0.000279739,0.002911089,0.000847863,0.001239648,0.001904861,0.0004368332,0.001004586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001921393,"about_ca_system_score_gemma":0.002690067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003295565,"about_ca_topic_score_gemma":0.004230002,"domain_scores_codex":[0.992712,0.004398384,0.0009819248,0.000391459,0.0009718705,0.0005444799],"domain_scores_gemma":[0.9502001,0.0344608,0.009976846,0.000644834,0.003571313,0.001146166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002386495,0.0001374461,0.8405861,0.001884516,0.00002952215,0.002542656,0.02258248,0.000177155,0.001210564,0.001157013,0.009129344,0.1203246],"study_design_scores_gemma":[0.00002427966,0.0002644574,0.9082581,0.001634383,0.00003579363,0.007446539,0.03402854,0.0003320986,0.0006889432,0.0004168586,0.04684835,0.0000217276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605989,0.006936018,0.001439035,0.008091943,0.0001922419,0.0002250386,0.001634655,0.00006214021,0.02081991],"genre_scores_gemma":[0.9924976,0.002380372,0.001176107,0.001765943,0.0001534868,0.00009513746,0.0005109655,0.00001302979,0.001407354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009022001,"threshold_uncertainty_score":0.03235042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009411139371860153,"score_gpt":0.2637840136397211,"score_spread":0.254372874267861,"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."}}