{"id":"W4401543701","doi":"10.2196/preprints.53254","title":"Resources to Support Canadian Nurses to Deliver Virtual Care: Environmental Scan (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Telehealth; Nursing; Digital health; Nursing care; Informatics; Modalities; Medicine; Telemedicine; Political science; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003437801,0.0003365489,0.0003170904,0.004215872,0.006239189,0.004010146,0.001296388,0.0008402534,0.02054343],"category_scores_gemma":[0.01415,0.0003116617,0.0004598949,0.008588795,0.0009859129,0.001456162,0.001880496,0.0004911169,0.002250148],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03158045,"about_ca_system_score_gemma":0.1340915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9412767,"about_ca_topic_score_gemma":0.9746481,"domain_scores_codex":[0.9973,0.0004255188,0.0002051487,0.0001382655,0.001364514,0.0005665611],"domain_scores_gemma":[0.9820779,0.003208799,0.0009829543,0.0003875808,0.01152283,0.001819977],"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":[0.0002825494,0.000198758,0.04646442,0.006031453,0.00004152168,0.001055694,0.02055212,0.0004241268,0.001075811,0.002771694,0.6681692,0.2529326],"study_design_scores_gemma":[0.00003964422,0.00009748652,0.1218544,0.003120625,0.00007102319,0.000146668,0.05007439,0.0002525759,0.0006833735,0.000246014,0.8233306,0.0000832048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2989201,0.01431452,0.00301128,0.08015217,0.002416882,0.007398572,0.2016219,0.00128475,0.39088],"genre_scores_gemma":[0.7183654,0.02681077,0.03323912,0.02803221,0.0007667697,0.005793103,0.07068522,0.0004753263,0.1158322],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9684196,"threshold_uncertainty_score":0.2291332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03212130731364229,"score_gpt":0.3320778068427787,"score_spread":0.2999564995291364,"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."}}