{"id":"W2079253848","doi":"10.12927/cjnl.2010.22275","title":"Close to the Tipping Point","year":2010,"lang":"en","type":"letter","venue":"Nursing leadership","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Nursing; Early adopter; Tipping point (physics); Nursing literature; Context (archaeology); Nursing research; Health care; Medicine; Psychology; Political science; Business; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006500887,0.0007445039,0.0009013583,0.0006350021,0.01036344,0.006015636,0.001825003,0.05222869,0.008153078],"category_scores_gemma":[0.03428396,0.0006302653,0.001012694,0.0005639534,0.007472401,0.01059014,0.003866843,0.06045899,0.005079411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006204616,"about_ca_system_score_gemma":0.007659211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008023546,"about_ca_topic_score_gemma":0.0161824,"domain_scores_codex":[0.9904974,0.003530844,0.0006944633,0.001243526,0.002914907,0.001118863],"domain_scores_gemma":[0.985636,0.006862501,0.0007977737,0.0005883432,0.002726098,0.003389293],"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":[0.00002918242,0.00005104695,0.0008391791,0.00006812588,0.00001057028,0.004389499,0.001525737,0.00005474471,0.0002775055,0.008119131,0.9674907,0.01714449],"study_design_scores_gemma":[0.00004459394,0.0001011382,0.00141353,0.0004617801,0.000008592686,0.008925024,0.00761662,0.0003906241,0.0001714966,0.01961403,0.961193,0.00005960309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005920301,0.0006590104,0.0001189851,0.9861487,0.008646918,0.000007831455,0.000005129445,0.00001776514,0.003803626],"genre_scores_gemma":[0.006268628,0.0006107811,0.0002573848,0.9743865,0.01235959,0.00002316053,0.000005829987,0.00001693588,0.006071204],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05222869,"threshold_uncertainty_score":0.0450179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3272151888655816,"score_gpt":0.4401171244365095,"score_spread":0.1129019355709279,"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."}}