{"id":"W1524795176","doi":"10.1007/bf03404421","title":"Ask and ye shall plan. A health needs assessment of a university population.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"SAFER; Needs assessment; Medical education; Resource (disambiguation); Plan (archaeology); Population; Psychology; Health education; Ask price; Medicine; Nursing; Environmental health; Public health; Sociology; Business; Computer science; Geography; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001303585,0.0002061479,0.0001366728,0.00109014,0.00127619,0.0005247546,0.0003573436,0.0006129217,0.01513838],"category_scores_gemma":[0.004096479,0.0001933737,0.0002836342,0.0006353917,0.0001973135,0.0009248498,0.00117131,0.000679884,0.002556946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311374,"about_ca_system_score_gemma":0.005924912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01980894,"about_ca_topic_score_gemma":0.04282924,"domain_scores_codex":[0.9996734,0.0001325914,0.00003375308,0.00001292518,0.00007552365,0.0000718501],"domain_scores_gemma":[0.9984093,0.0001549144,0.0001374652,0.00003580871,0.0005083597,0.0007541244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000205252,0.001342024,0.4251828,0.0007597972,0.00004337275,0.001319306,0.01447967,0.0004589614,0.001499282,0.001345323,0.1645581,0.3888061],"study_design_scores_gemma":[0.00008532981,0.0009883278,0.8011723,0.0006429905,0.00004223,0.001239675,0.05265984,0.0007475488,0.0005933862,0.00110352,0.1406681,0.00005677348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8506245,0.002365611,0.002531712,0.055027,0.0006778144,0.00523138,0.01299923,0.0004775319,0.07006519],"genre_scores_gemma":[0.8977038,0.003420077,0.02062539,0.007116349,0.0001706349,0.00504131,0.006833526,0.00009749975,0.05899131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01980894,"threshold_uncertainty_score":0.05064297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156060960888146,"score_gpt":0.3880590546256893,"score_spread":0.2724529585368747,"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."}}