{"id":"W2036278349","doi":"10.1016/j.jmir.2014.05.002","title":"Old Hands, New Terrain: Examining the Concerns and Challenges of the Mature Radiation Therapist in British Columbia","year":2014,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Mainland; Focus group; Population; Psychology; Qualitative research; Face (sociological concept); Medical education; Medicine; Sociology; Social science; Geography; Environmental health","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":[0.004035012,0.0002219281,0.0003741611,0.00091748,0.02496378,0.006334076,0.003136499,0.003318775,0.006637106],"category_scores_gemma":[0.01074475,0.0007186336,0.0002361241,0.001589496,0.005925682,0.002012911,0.006809508,0.007792115,0.0005784053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03652355,"about_ca_system_score_gemma":0.1097774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9076766,"about_ca_topic_score_gemma":0.9813355,"domain_scores_codex":[0.995395,0.001084472,0.0001774486,0.0002416118,0.00100755,0.002093984],"domain_scores_gemma":[0.9871281,0.002196274,0.0008001484,0.0001329199,0.003308332,0.006434167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001622857,0.0004919968,0.2098529,0.0003436368,0.00003362495,0.007988987,0.6420457,0.0002930941,0.001341534,0.004174919,0.05390011,0.07937136],"study_design_scores_gemma":[0.000009454619,0.00005852801,0.04968903,0.0003102442,0.00001035638,0.0005699862,0.9295964,0.0001494961,0.00008400084,0.0005016929,0.01898641,0.00003445307],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9004709,0.002178591,0.0002412429,0.07792787,0.000328362,0.00007384866,0.00009030851,0.00001593354,0.01867298],"genre_scores_gemma":[0.9749614,0.001782674,0.0003802079,0.01402794,0.00004843621,0.00004438102,0.00004095447,0.00002515967,0.008688654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09232342,"threshold_uncertainty_score":0.2649981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09748310816751204,"score_gpt":0.4420406242437245,"score_spread":0.3445575160762124,"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."}}