{"id":"W2165424710","doi":"10.1002/j.2048-7940.2004.tb00331.x","title":"Factors Affecting Membership in Specialty Nursing Organizations","year":2004,"lang":"en","type":"article","venue":"Rehabilitation Nursing","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Reseau canadien de recherche respiratoire","keywords":"Specialty; Workforce; Affect (linguistics); Nursing; Descriptive statistics; Psychology; Medical education; Medicine; Public relations; Family medicine; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003947178,0.0001464117,0.0002339769,0.001466627,0.002478969,0.001540553,0.0008900245,0.0009671794,0.005278764],"category_scores_gemma":[0.02821817,0.0002172774,0.0002180108,0.001202164,0.0009648165,0.0009839709,0.001908703,0.001568238,0.0006169939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278179,"about_ca_system_score_gemma":0.002440987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01333003,"about_ca_topic_score_gemma":0.0191138,"domain_scores_codex":[0.9949969,0.00169678,0.000340925,0.0002537776,0.001432098,0.001279567],"domain_scores_gemma":[0.963395,0.006451091,0.007627415,0.0005069643,0.00344961,0.01856999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003621749,0.0003141855,0.9852929,0.00002346987,0.000009566551,0.000246782,0.003276332,0.0000678221,0.0002008937,0.0002302996,0.001275032,0.009026606],"study_design_scores_gemma":[0.000006173509,0.0001664342,0.9829147,0.00005328365,0.000005847559,0.0004146679,0.01340202,0.0002580779,0.00006150077,0.0001515416,0.002556917,0.000008860499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953517,0.0003147725,0.0001111595,0.001334455,0.00003591771,0.00002493631,0.0000298031,0.000007174059,0.002790111],"genre_scores_gemma":[0.9987158,0.0001692012,0.0001244663,0.0001458946,0.00005641214,0.00001712998,0.00005778315,0.000004002661,0.0007093634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333003,"threshold_uncertainty_score":0.02650487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282645133601795,"score_gpt":0.3382123593286256,"score_spread":0.3099478459684461,"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."}}