{"id":"W6983653965","doi":"","title":"Needs Assessment on Continuing Professional Development for Virtual Care: Final Report","year":2022,"lang":"en","type":"report","venue":"Memorial University Research Repository (Memorial University)","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Hyporeflexia; TSG101; Articular cartilage damage; Gestational period; Dysgeusia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002676639,0.0007885571,0.001446421,0.003320836,0.003492651,0.0001646273,0.001361953,0.001085239,0.0004397154],"category_scores_gemma":[0.0007696362,0.0009310306,0.000881851,0.001723454,0.0005297313,0.0003808013,0.001612623,0.00380155,0.00002133917],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01531655,"about_ca_system_score_gemma":0.02903675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007313158,"about_ca_topic_score_gemma":0.00009387029,"domain_scores_codex":[0.9890966,0.00117669,0.0007993326,0.001720164,0.005731561,0.001475618],"domain_scores_gemma":[0.9920255,0.0008604027,0.0007587401,0.001276894,0.004052788,0.001025704],"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":[0.08600327,0.004005882,0.007916214,0.004251827,0.004945136,0.205474,0.01022376,0.0001459478,0.006313506,0.007144291,0.6271976,0.03637857],"study_design_scores_gemma":[0.008949828,0.00309911,0.001387812,0.0007957185,0.0005665706,0.0007648944,0.01201665,0.00001568279,0.001388211,0.00000866403,0.9701429,0.0008639521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3671031,0.0001589623,0.0002601523,0.0004201771,0.1072161,0.007352091,0.0007327671,0.0005770875,0.5161796],"genre_scores_gemma":[0.1554545,0.0003533031,0.001054476,0.00002646029,0.02140674,0.00002436623,0.003926699,0.0001891356,0.8175644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3429453,"threshold_uncertainty_score":0.999314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05454156002779316,"score_gpt":0.3288178768684314,"score_spread":0.2742763168406382,"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."}}