{"id":"W4390261986","doi":"10.1016/j.jns.2023.121435","title":"CAN-Thumbs Up: Recruitment in the virtual era","year":2023,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Employer Branding and e-HRM","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick; Lawson Health Research Institute; Institut Universitaire de Gériatrie de Montréal; London Health Sciences Centre; Parkwood Institute; Baycrest Hospital; Horizon Health Network; University of British Columbia","funders":"","keywords":"Physical medicine and rehabilitation; Medicine","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":[0.002465429,0.00007485152,0.0001171635,0.0001235924,0.0003547172,0.0002683662,0.001064842,0.00003040037,0.00003974434],"category_scores_gemma":[0.0004389851,0.00002836511,0.0001014278,0.001151762,0.0001951353,0.0002624416,0.0001743853,0.0003029032,0.00004448564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006541867,"about_ca_system_score_gemma":0.00001767459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004797322,"about_ca_topic_score_gemma":0.00004663696,"domain_scores_codex":[0.9988168,0.00007545982,0.0002344701,0.0001169524,0.0005205806,0.0002356975],"domain_scores_gemma":[0.9994151,0.0002447499,0.000208706,0.00009494712,0.00002768581,0.000008797067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000304935,0.0003540088,0.7824709,0.00002764616,0.00002864679,0.0003890064,0.001331102,0.01404639,0.001189012,0.04593251,0.122885,0.03104082],"study_design_scores_gemma":[0.0006135062,0.0004289643,0.8633624,0.00004434458,0.00003116903,0.00007049531,0.0008406944,0.002489883,0.00002865777,0.05473228,0.07719605,0.0001615347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250033,0.00001779757,8.763924e-7,0.07130361,0.001222853,0.00009419126,2.346235e-7,0.00001608333,0.00234099],"genre_scores_gemma":[0.9886129,0.0000195688,0.000004151243,0.01062821,0.0005863583,0.000003345429,8.954932e-8,0.000002489442,0.0001428733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08089153,"threshold_uncertainty_score":0.2728234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1298815294607022,"score_gpt":0.303526124373327,"score_spread":0.1736445949126247,"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."}}